large_be_out.txt

Feature set {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40} has accuracy 70.6%
Using feature(s) {2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.8%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.9%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.6%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.9%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 71.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40}: accuracy is 69.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40}: accuracy is 70.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40}: accuracy is 70.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 37, 38, 39, 40}: accuracy is 70.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 39, 40}: accuracy is 69.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40}: accuracy is 70.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39}: accuracy is 70.7%
Best feature to remove was 35 with accuracy 71.6%


Using feature(s) {2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 69.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.7%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.8%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.1%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 69.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 69.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 38, 39, 40}: accuracy is 69.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 38, 39, 40}: accuracy is 70.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 38, 39, 40}: accuracy is 71.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40}: accuracy is 72.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 39, 40}: accuracy is 71.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 71.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40}: accuracy is 70.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39}: accuracy is 70.9%
Best feature to remove was 9 with accuracy 73.0%


Using feature(s) {2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.1%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.7%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.7%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.2%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 38, 39, 40}: accuracy is 70.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 38, 39, 40}: accuracy is 71.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 38, 39, 40}: accuracy is 73.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40}: accuracy is 72.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 39, 40}: accuracy is 71.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40}: accuracy is 72.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39}: accuracy is 72.8%
Best feature to remove was 15 with accuracy 74.2%


Using feature(s) {2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.2%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.5%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.1%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 72.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 39, 40}: accuracy is 73.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 38, 39, 40}: accuracy is 71.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 38, 39, 40}: accuracy is 71.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 38, 39, 40}: accuracy is 73.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40}: accuracy is 72.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 40}: accuracy is 73.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39}: accuracy is 73.9%
Best feature to remove was 38 with accuracy 75.7%


Using feature(s) {2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.6%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.4%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.8%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39, 40}: accuracy is 73.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39, 40}: accuracy is 74.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39, 40}: accuracy is 73.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40}: accuracy is 75.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 74.4%
Best feature to remove was 10 with accuracy 76.3%


Using feature(s) {2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.4%
Using feature(s) {1, 2, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.5%
Using feature(s) {1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.1%
Using feature(s) {1, 2, 3, 4, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.0%
Using feature(s) {1, 2, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.6%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.1%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.2%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.8%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.0%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.5%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39, 40}: accuracy is 73.4%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40}: accuracy is 74.9%
Using feature(s) {1, 2, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Best feature to remove was 2 with accuracy 76.4%


Using feature(s) {3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.7%
Using feature(s) {1, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.2%
Using feature(s) {1, 3, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.5%
Using feature(s) {1, 3, 4, 5, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.5%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39, 40}: accuracy is 74.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39, 40}: accuracy is 74.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39, 40}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 40}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.7%
Best feature to remove was 11 with accuracy 77.2%


Using feature(s) {3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.0%
Using feature(s) {1, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.4%
Using feature(s) {1, 3, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 5, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 5, 6, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 77.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 74.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39, 40}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39, 40}: accuracy is 73.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39, 40}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39, 40}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39, 40}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 40}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Best feature to remove was 40 with accuracy 77.4%


Using feature(s) {3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 75.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 73.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 75.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Best feature to remove was 12 with accuracy 77.3%


Using feature(s) {3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.6%
Using feature(s) {1, 3, 4, 5, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.2%
Using feature(s) {1, 3, 4, 5, 6, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.8%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.1%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.7%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 74.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 76.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 77.0%
Using feature(s) {1, 3, 4, 5, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.1%
Best feature to remove was 5 with accuracy 78.6%


Using feature(s) {3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.0%
Using feature(s) {1, 3, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.7%
Using feature(s) {1, 3, 4, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.2%
Using feature(s) {1, 3, 4, 6, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 3, 4, 6, 7, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.0%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 75.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 74.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 77.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.5%
Best feature to remove was 23 with accuracy 78.4%


Using feature(s) {3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.0%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.8%
Using feature(s) {1, 3, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.2%
Using feature(s) {1, 3, 4, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 3, 4, 6, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 3, 4, 6, 7, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.0%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 74.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 78.0%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Best feature to remove was 20 with accuracy 78.4%


Using feature(s) {3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.9%
Using feature(s) {1, 3, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 3, 4, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 6, 7, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.7%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 76.3%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 77.1%
Using feature(s) {1, 3, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Best feature to remove was 3 with accuracy 77.9%


Using feature(s) {4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.2%
Using feature(s) {1, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 4, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 7, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 7, 8, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 74.0%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 74.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.0%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 76.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 19, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.4%
Best feature to remove was 19 with accuracy 77.8%


Using feature(s) {4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 4, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.6%
Using feature(s) {1, 4, 6, 7, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 7, 8, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 74.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37, 39}: accuracy is 75.9%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37, 39}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 39}: accuracy is 76.4%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37, 39}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37, 39}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 39}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.9%
Best feature to remove was 39 with accuracy 78.9%


Using feature(s) {4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 74.5%
Using feature(s) {1, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.5%
Using feature(s) {1, 4, 6, 7, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.2%
Using feature(s) {1, 4, 6, 7, 8, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 6, 7, 8, 13, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 74.9%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 74.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37}: accuracy is 75.6%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 7, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36}: accuracy is 77.0%
Best feature to remove was 7 with accuracy 78.5%


Using feature(s) {4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.4%
Using feature(s) {1, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.0%
Using feature(s) {1, 4, 6, 8, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 6, 8, 13, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.5%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.5%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 36, 37}: accuracy is 78.7%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 36, 37}: accuracy is 76.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 37}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36}: accuracy is 77.1%
Best feature to remove was 28 with accuracy 78.9%


Using feature(s) {4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.2%
Using feature(s) {1, 4, 6, 8, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 8, 13, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 26, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 31, 32, 33, 34, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 34, 36, 37}: accuracy is 76.5%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 36}: accuracy is 78.0%
Best feature to remove was 26 with accuracy 78.6%


Using feature(s) {4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.5%
Using feature(s) {1, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 6, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 6, 8, 13, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 25, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 75.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 79.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.5%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 34, 36, 37}: accuracy is 76.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 25, 27, 29, 30, 31, 32, 33, 34, 36}: accuracy is 77.6%
Best feature to remove was 25 with accuracy 79.2%


Using feature(s) {4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.5%
Using feature(s) {1, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 79.2%
Using feature(s) {1, 4, 6, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.5%
Using feature(s) {1, 4, 6, 8, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.6%
Using feature(s) {1, 4, 6, 8, 13, 14, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.0%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 79.1%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 31, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.4%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 33, 34, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 6, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36}: accuracy is 78.2%
Best feature to remove was 6 with accuracy 79.2%


Using feature(s) {4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 8, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 8, 13, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 8, 13, 14, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.4%
Using feature(s) {1, 4, 8, 13, 14, 16, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 24, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.3%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 27, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 29, 30, 31, 32, 33, 34, 36, 37}: accuracy is 79.0%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 30, 31, 32, 33, 34, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 31, 32, 33, 34, 36, 37}: accuracy is 78.9%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 79.3%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 33, 34, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 34, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 31, 32, 33, 34, 36}: accuracy is 78.9%
Best feature to remove was 31 with accuracy 79.3%


Using feature(s) {4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 79.5%
Using feature(s) {1, 4, 8, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 8, 13, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.5%
Using feature(s) {1, 4, 8, 13, 14, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 8, 13, 14, 16, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.9%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 79.4%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.7%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 29, 30, 32, 33, 34, 36, 37}: accuracy is 79.0%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 30, 32, 33, 34, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 34, 36, 37}: accuracy is 79.2%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 33, 34, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 79.1%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 8, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36}: accuracy is 78.1%
Best feature to remove was 8 with accuracy 79.5%


Using feature(s) {4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 13, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.3%
Using feature(s) {1, 4, 13, 14, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.5%
Using feature(s) {1, 4, 13, 14, 16, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 13, 14, 16, 17, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 24, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 27, 29, 30, 32, 33, 34, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 29, 30, 32, 33, 34, 36, 37}: accuracy is 78.3%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 30, 32, 33, 34, 36, 37}: accuracy is 77.5%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 34, 36, 37}: accuracy is 77.7%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 33, 34, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 34, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 79.0%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36}: accuracy is 76.9%
Best feature to remove was 34 with accuracy 79.0%


Using feature(s) {4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 78.1%
Using feature(s) {1, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 77.1%
Using feature(s) {1, 4, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 13, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 13, 14, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 77.0%
Using feature(s) {1, 4, 13, 14, 16, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 76.0%
Using feature(s) {1, 4, 13, 14, 16, 17, 21, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 22, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 24, 27, 29, 30, 32, 33, 36, 37}: accuracy is 77.8%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 27, 29, 30, 32, 33, 36, 37}: accuracy is 76.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 29, 30, 32, 33, 36, 37}: accuracy is 78.0%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 30, 32, 33, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 78.9%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 33, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 36, 37}: accuracy is 76.9%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 37}: accuracy is 77.2%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 36}: accuracy is 77.1%
Best feature to remove was 30 with accuracy 78.9%


Using feature(s) {4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 77.7%
Using feature(s) {1, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.0%
Using feature(s) {1, 4, 13, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.5%
Using feature(s) {1, 4, 13, 14, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 77.9%
Using feature(s) {1, 4, 13, 14, 16, 18, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 21, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 22, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.7%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 24, 27, 29, 32, 33, 36, 37}: accuracy is 76.8%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 27, 29, 32, 33, 36, 37}: accuracy is 76.3%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 29, 32, 33, 36, 37}: accuracy is 77.3%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 32, 33, 36, 37}: accuracy is 78.2%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 33, 36, 37}: accuracy is 77.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 36, 37}: accuracy is 76.4%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 37}: accuracy is 77.6%
Using feature(s) {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 32, 33, 36}: accuracy is 77.7%
Best feature to remove was 29 with accuracy 78.2%


Using feature(s) {32, 33, 4, 36, 37, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 76.5%
Using feature(s) {32, 1, 33, 36, 37, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 75.1%
Using feature(s) {32, 1, 33, 4, 36, 37, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 76.5%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 16, 17, 18, 21, 22, 24, 27}: accuracy is 75.9%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 17, 18, 21, 22, 24, 27}: accuracy is 77.1%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 18, 21, 22, 24, 27}: accuracy is 74.8%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 77.3%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 18, 22, 24, 27}: accuracy is 75.9%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 18, 21, 24, 27}: accuracy is 75.8%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 18, 21, 22, 27}: accuracy is 77.3%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 18, 21, 22, 24}: accuracy is 75.7%
Using feature(s) {1, 33, 4, 36, 37, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 76.2%
Using feature(s) {32, 1, 4, 36, 37, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 75.5%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 77.3%
Using feature(s) {32, 1, 33, 4, 36, 13, 14, 16, 17, 18, 21, 22, 24, 27}: accuracy is 76.8%
Best feature to remove was 18 with accuracy 77.3%


Using feature(s) {32, 33, 4, 36, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.2%
Using feature(s) {32, 1, 33, 36, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 74.8%
Using feature(s) {32, 1, 33, 4, 36, 37, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.8%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 16, 17, 21, 22, 24, 27}: accuracy is 76.3%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 17, 21, 22, 24, 27}: accuracy is 76.3%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 21, 22, 24, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 22, 24, 27}: accuracy is 74.4%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 21, 24, 27}: accuracy is 74.9%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.6%
Using feature(s) {32, 1, 33, 4, 36, 37, 13, 14, 16, 17, 21, 22, 24}: accuracy is 75.1%
Using feature(s) {1, 33, 4, 36, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.7%
Using feature(s) {32, 1, 4, 36, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 76.0%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 76.8%
Using feature(s) {32, 1, 33, 4, 36, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.1%
Best feature to remove was 36 with accuracy 76.8%


Using feature(s) {32, 33, 4, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.1%
Using feature(s) {32, 1, 33, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 76.0%
Using feature(s) {32, 1, 33, 4, 37, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.6%
Using feature(s) {32, 1, 33, 4, 37, 13, 16, 17, 21, 22, 24, 27}: accuracy is 76.3%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 17, 21, 22, 24, 27}: accuracy is 76.5%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 21, 22, 24, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 22, 24, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 24, 27}: accuracy is 75.2%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 76.7%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 22, 24}: accuracy is 75.2%
Using feature(s) {1, 33, 4, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 74.9%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.9%
Using feature(s) {32, 1, 33, 4, 13, 14, 16, 17, 21, 22, 24, 27}: accuracy is 75.1%
Best feature to remove was 24 with accuracy 76.7%


Using feature(s) {32, 33, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.5%
Using feature(s) {32, 1, 33, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.0%
Using feature(s) {32, 1, 33, 4, 37, 14, 16, 17, 21, 22, 27}: accuracy is 74.6%
Using feature(s) {32, 1, 33, 4, 37, 13, 16, 17, 21, 22, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 17, 21, 22, 27}: accuracy is 76.2%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 21, 22, 27}: accuracy is 74.7%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 22, 27}: accuracy is 75.7%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 27}: accuracy is 73.3%
Using feature(s) {32, 1, 33, 4, 37, 13, 14, 16, 17, 21, 22}: accuracy is 76.1%
Using feature(s) {1, 33, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.2%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 77.0%
Using feature(s) {32, 1, 33, 4, 13, 14, 16, 17, 21, 22, 27}: accuracy is 74.5%
Best feature to remove was 33 with accuracy 77.0%


Using feature(s) {32, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.5%
Using feature(s) {32, 1, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.1%
Using feature(s) {32, 1, 4, 37, 14, 16, 17, 21, 22, 27}: accuracy is 76.9%
Using feature(s) {32, 1, 4, 37, 13, 16, 17, 21, 22, 27}: accuracy is 76.7%
Using feature(s) {32, 1, 4, 37, 13, 14, 17, 21, 22, 27}: accuracy is 75.2%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 21, 22, 27}: accuracy is 76.3%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 17, 22, 27}: accuracy is 75.3%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 17, 21, 27}: accuracy is 74.7%
Using feature(s) {32, 1, 4, 37, 13, 14, 16, 17, 21, 22}: accuracy is 74.8%
Using feature(s) {1, 4, 37, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 4, 13, 14, 16, 17, 21, 22, 27}: accuracy is 75.3%
Best feature to remove was 13 with accuracy 76.9%


Using feature(s) {32, 4, 37, 14, 16, 17, 21, 22, 27}: accuracy is 74.1%
Using feature(s) {32, 1, 37, 14, 16, 17, 21, 22, 27}: accuracy is 74.5%
Using feature(s) {32, 1, 4, 37, 16, 17, 21, 22, 27}: accuracy is 76.1%
Using feature(s) {32, 1, 4, 37, 14, 17, 21, 22, 27}: accuracy is 75.1%
Using feature(s) {32, 1, 4, 37, 14, 16, 21, 22, 27}: accuracy is 75.3%
Using feature(s) {32, 1, 4, 37, 14, 16, 17, 22, 27}: accuracy is 75.3%
Using feature(s) {32, 1, 4, 37, 14, 16, 17, 21, 27}: accuracy is 74.1%
Using feature(s) {32, 1, 4, 37, 14, 16, 17, 21, 22}: accuracy is 75.4%
Using feature(s) {1, 4, 37, 14, 16, 17, 21, 22, 27}: accuracy is 74.6%
Using feature(s) {32, 1, 4, 14, 16, 17, 21, 22, 27}: accuracy is 73.2%
Best feature to remove was 14 with accuracy 76.1%


Using feature(s) {32, 4, 37, 16, 17, 21, 22, 27}: accuracy is 74.2%
Using feature(s) {32, 1, 37, 16, 17, 21, 22, 27}: accuracy is 73.4%
Using feature(s) {32, 1, 4, 37, 17, 21, 22, 27}: accuracy is 75.4%
Using feature(s) {32, 1, 4, 37, 16, 21, 22, 27}: accuracy is 75.0%
Using feature(s) {32, 1, 4, 37, 16, 17, 22, 27}: accuracy is 73.8%
Using feature(s) {32, 1, 4, 37, 16, 17, 21, 27}: accuracy is 74.2%
Using feature(s) {32, 1, 4, 37, 16, 17, 21, 22}: accuracy is 75.0%
Using feature(s) {1, 4, 37, 16, 17, 21, 22, 27}: accuracy is 76.3%
Using feature(s) {32, 1, 4, 16, 17, 21, 22, 27}: accuracy is 73.7%
Best feature to remove was 32 with accuracy 76.3%


Using feature(s) {4, 37, 16, 17, 21, 22, 27}: accuracy is 74.4%
Using feature(s) {1, 37, 16, 17, 21, 22, 27}: accuracy is 73.6%
Using feature(s) {1, 4, 37, 17, 21, 22, 27}: accuracy is 75.0%
Using feature(s) {1, 4, 37, 16, 21, 22, 27}: accuracy is 74.1%
Using feature(s) {1, 4, 37, 16, 17, 22, 27}: accuracy is 74.7%
Using feature(s) {1, 4, 37, 16, 17, 21, 27}: accuracy is 73.1%
Using feature(s) {1, 4, 37, 16, 17, 21, 22}: accuracy is 74.7%
Using feature(s) {1, 4, 16, 17, 21, 22, 27}: accuracy is 71.4%
Best feature to remove was 16 with accuracy 75.0%


Using feature(s) {4, 37, 17, 21, 22, 27}: accuracy is 73.6%
Using feature(s) {1, 37, 17, 21, 22, 27}: accuracy is 73.6%
Using feature(s) {1, 4, 37, 21, 22, 27}: accuracy is 73.3%
Using feature(s) {1, 4, 37, 17, 22, 27}: accuracy is 74.2%
Using feature(s) {1, 4, 37, 17, 21, 27}: accuracy is 72.8%
Using feature(s) {1, 4, 37, 17, 21, 22}: accuracy is 73.3%
Using feature(s) {1, 4, 17, 21, 22, 27}: accuracy is 73.2%
Best feature to remove was 21 with accuracy 74.2%


Using feature(s) {4, 37, 17, 22, 27}: accuracy is 71.3%
Using feature(s) {1, 37, 17, 22, 27}: accuracy is 72.9%
Using feature(s) {1, 4, 37, 22, 27}: accuracy is 72.6%
Using feature(s) {1, 4, 37, 17, 27}: accuracy is 72.5%
Using feature(s) {1, 4, 37, 17, 22}: accuracy is 71.7%
Using feature(s) {1, 4, 17, 22, 27}: accuracy is 70.7%
Best feature to remove was 4 with accuracy 72.9%


Using feature(s) {17, 27, 37, 22}: accuracy is 71.9%
Using feature(s) {1, 27, 37, 22}: accuracy is 71.7%
Using feature(s) {1, 27, 37, 17}: accuracy is 72.9%
Using feature(s) {1, 37, 17, 22}: accuracy is 71.5%
Using feature(s) {1, 27, 17, 22}: accuracy is 70.8%
Best feature to remove was 22 with accuracy 72.9%


Using feature(s) {17, 27, 37}: accuracy is 73.3%
Using feature(s) {1, 27, 37}: accuracy is 72.2%
Using feature(s) {1, 37, 17}: accuracy is 71.4%
Using feature(s) {1, 27, 17}: accuracy is 71.8%
Best feature to remove was 1 with accuracy 73.3%


Using feature(s) {27, 37}: accuracy is 71.8%
Using feature(s) {17, 37}: accuracy is 70.4%
Using feature(s) {17, 27}: accuracy is 72.3%
Best feature to remove was 37 with accuracy 72.3%


Using feature(s) {27}: accuracy is 72.5%
Using feature(s) {17}: accuracy is 72.7%
Best feature to remove was 27 with accuracy 72.7%


Finished search! Best feature set was {1, 4, 13, 14, 16, 17, 18, 21, 22, 24, 27, 29, 30, 32, 33, 34, 36, 37} with accuracy 79.5%
{'large_be': 42178.85}