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不純度: 0.32
不純度: 0.32
不純度: 0.4
不純度: 0.4
0.78
0.78
0.34
0.34
0.95
0.95
1.06
1.06
0.55
0.55
x < 0.78
x < 0.78
0.78
0.34
0.95
1.06
0.55
0.78...
x < 0.34
x < 0.34
センサー1
センサー1
データごとの分岐条件
データごとの分岐条件
0.34
0.55
0.34...
0.78
0.95
1.06
0.78...
ノード内のデータ
ノード内のデータ
この不純度算出処理をする関数
この不純度算出処理をする関数
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impli_split_and_select.svg b/08/img/impli_split_and_select.svg new file mode 100644 index 0000000..a70ca0d --- /dev/null +++ b/08/img/impli_split_and_select.svg @@ -0,0 +1,4 @@ + + + +
不純度: 0.32
不純度: 0.32
不純度: 0.4
不純度: 0.4
0.78
0.78
0.34
0.34
0.95
0.95
1.06
1.06
0.55
0.55
x < 0.78
x < 0.78
0.78
0.34
0.95
1.06
0.55
0.78...
x < 0.34
x < 0.34
センサー1
センサー1
データごとの分岐条件
データごとの分岐条件
0.34
0.55
0.34...
0.78
0.95
1.06
0.78...
ノード内のデータ
ノード内のデータ
分割&最もよい分割を選択する処理
分割&最もよい分割を選択する処理
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impli_split_indices.svg b/08/img/impli_split_indices.svg new file mode 100644 index 0000000..94eb735 --- /dev/null +++ b/08/img/impli_split_indices.svg @@ -0,0 +1,4 @@ + + + +
不純度: 0.32
不純度: 0.32
不純度: 0.4
不純度: 0.4
0.78
0.78
0.34
0.34
0.95
0.95
1.06
1.06
0.55
0.55
x < 0.78
x < 0.78
0.78
0.34
0.95
1.06
0.55
0.78...
x < 0.34
x < 0.34
センサー1
センサー1
データごとの分岐条件
データごとの分岐条件
0.34
0.55
0.34...
0.78
0.95
1.06
0.78...
ノード内のデータ
ノード内のデータ
このデータ分割処理をする関数
このデータ分割処理をする関数
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impuritiy_entropy_left.svg b/08/img/impuritiy_entropy_left.svg new file mode 100644 index 0000000..ab1dc91 --- /dev/null +++ b/08/img/impuritiy_entropy_left.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Entropy} =1`...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impuritiy_entropy_right.svg b/08/img/impuritiy_entropy_right.svg new file mode 100644 index 0000000..aff9dc0 --- /dev/null +++ b/08/img/impuritiy_entropy_right.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Entropy} =0`...
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zJ(%UwuFY=t*6mcAW4%?QsEcvtin(U~swj>Z^Jt^80j^#;%h7u{CdFZtinbQ{4(*ek zQ~W?UlmOgKP`5f*`G(`MR|fkf_u?J*650>evEGrJ0u_heyLAA=(%_yuR<%YxZyC+;Q;vrEdY*gx=ycam5@=hQFA8|P1>vtc?kg0Wv z5Z!3k_MMrQoO+Se)z~S1`TTkX#HIX$lRfOwM*D8)Z#2z)-~ezzzQ!xaK$`4QuJgsY zi?n%g;VfVh(%#qIr@-gQaT@Q;FwTei*GUPHV}kJ2MVDP#`!g(Vu)W(~nDjjCvg%~k zI~L!og?o9T`ZbYA&Zq-R?}q{s33GN_d&xm-EtC?t9wD8CSc$a_YCjz9QYk z!zb0?Aihy*k-_RyksI^093ewi_D_Ow8i2Yz=Dh@15EhoZC;zv6eEjL(H&~LHds$d+ zu>x;4xpD`1X+|vYPOidOKvQ4NdO$c-R`RYO^%P!xdivid#sB4=yQ9xAg%%jjpQxTYH;f63 NwwA$_yi2xE{y#ZX!3_Wa literal 0 HcmV?d00001 diff --git a/08/img/impurity_entropy_both_weighted_average.svg b/08/img/impurity_entropy_both_weighted_average.svg new file mode 100644 index 0000000..1e82bb5 --- /dev/null +++ b/08/img/impurity_entropy_both_weighted_average.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2
`frac{6}{10} \times 1=0.6`
`frac{4}{10} \times 0=0`


`\text{Entropy} =1`...


`\text{Entropy} =0`...
全体のエントロピー: 0.6
全体のエントロピー: 0.6
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_entropy_jar.svg b/08/img/impurity_entropy_jar.svg new file mode 100644 index 0000000..39478e0 --- /dev/null +++ b/08/img/impurity_entropy_jar.svg @@ -0,0 +1,4 @@ + + + +
壺A
壺A
壺B
壺B
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_entropy_jar_and_scatter.svg b/08/img/impurity_entropy_jar_and_scatter.svg new file mode 100644 index 0000000..d3c120b --- /dev/null +++ b/08/img/impurity_entropy_jar_and_scatter.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2
壺A
壺A
壺B
壺B
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_gini_both.svg b/08/img/impurity_gini_both.svg new file mode 100644 index 0000000..ecbdc92 --- /dev/null +++ b/08/img/impurity_gini_both.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Gini} =0.75`...


`\text{Gini} =0`...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_gini_both_weighted_average.svg b/08/img/impurity_gini_both_weighted_average.svg new file mode 100644 index 0000000..d73a928 --- /dev/null +++ b/08/img/impurity_gini_both_weighted_average.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Gini} =0.75`...


`\text{Gini} =0`...
`frac{5}{10} \times 0.75=0.325`
`frac{5}{10} \times 0=0`
全体の不純度: 0.325
全体の不純度: 0.325
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_gini_left.svg b/08/img/impurity_gini_left.svg new file mode 100644 index 0000000..403984c --- /dev/null +++ b/08/img/impurity_gini_left.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Gini} =0.44`...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_gini_right.svg b/08/img/impurity_gini_right.svg new file mode 100644 index 0000000..f75955b --- /dev/null +++ b/08/img/impurity_gini_right.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2


`\text{Gini} =0`...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/impurity_good_split.svg b/08/img/impurity_good_split.svg new file mode 100644 index 0000000..0e3d8d3 --- /dev/null +++ b/08/img/impurity_good_split.svg @@ -0,0 +1,4 @@ + + + +
x1
x1
x2
x2
データ数:10
データ数:10
クラス1
クラス1
クラス2
クラス2
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/pruning_image.svg b/08/img/pruning_image.svg new file mode 100644 index 0000000..1088188 --- /dev/null +++ b/08/img/pruning_image.svg @@ -0,0 +1,4 @@ + + + +
条件A
データ数=32
条件A...
No
No
条件C
データ数=11
(陽性=1, 陰性=10)
条件C...
条件B
データ数=21
(陽性=6, 陰性=15)
条件B...
Yes
Yes
陽性
データ数=6
(陽性=6, 陰性=0)
陽性データ数=6...
陰性
データ数=15
(陽性=0, 陰性=0)
陰性データ数=15...
陽性
データ数=1
(陽性=1, 陰性=0)
陽性データ数=1...
正常
データ数=10
(陽性=0, 陰性=10)
正常データ数=10...
条件A
データ数=32
条件A...
No
No
条件C
データ数=11
(陽性=1, 陰性=10)
条件C...
条件B
データ数=21
(陽性=6, 陰性=15)
条件B...
Yes
Yes
陽性
データ数=6
(陽性=6, 陰性=0)
陽性データ数=6...
陰性
データ数=15
(陽性=0, 陰性=0)
陰性データ数=15...
陰性
データ数=10
(陽性=0, 陰性=10)
陰性データ数=10...
条件A
データ数=32
条件A...
No
No
陰性
データ数=11
陰性 データ数=11
条件B
データ数=21
(陽性=6, 陰性=15)
条件B...
Yes
Yes
陽性
データ数=6
(陽性=6, 陰性=0)
陽性データ数=6...
陰性
データ数=15
(陽性=0, 陰性=0)
陰性データ数=15...
① 削除前の状態
① 削除前の状態
② リーフノードを削除
② リーフノードを削除
② 繰り上げで条件Cが陰性のリーフノードになる
② 繰り上げで条件Cが陰性のリーフノードになる
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/pruning_initial_tree.svg b/08/img/pruning_initial_tree.svg new file mode 100644 index 0000000..01eda5e --- /dev/null +++ b/08/img/pruning_initial_tree.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
不純度=0.5
データ数=32
(陽性=16, 陰性=16)
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
不純度=0.165
データ数=11
(陽性=1, 陰性=10)
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
不純度=0.41
データ数=21
(陽性=15, 陰性=6)
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
不純度=0.41
データ数=7
(陽性=2, 陰性=5)
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
不純度=0.133
データ数=14
(陽性=13, 陰性=1)
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
不純度=0.28
データ数=6
(陽性=1, 陰性=5)
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー1 ≦ 0.185...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
センサー1 ≦ 0.26
不純度=0.44
データ数=3
(陽性=2, 陰性=1)
センサー1 ≦ 0.26...
要検査
不純度=0
データ数=1
要検査不純度=0...
センサー2 ≦ 0.565
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー2 ≦ 0.565...
要検査
不純度=0
データ数=1
要検査不純度=0...
要検査
不純度=0
データ数=14
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
正常
不純度=0
データ数=6
正常不純度=0...
Yes
Yes
センサー2 ≦ 0.755
不純度=0.32
データ数=5
(陽性=1, 陰性=4)
センサー2 ≦ 0.755...
No
No
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/pruning_process.svg b/08/img/pruning_process.svg new file mode 100644 index 0000000..ade6ad7 --- /dev/null +++ b/08/img/pruning_process.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
不純度=0.5
データ数=32
(陽性=16, 陰性=16)
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
不純度=0.165
データ数=11
(陽性=1, 陰性=10)
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
不純度=0.41
データ数=21
(陽性=15, 陰性=6)
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
不純度=0.41
データ数=7
(陽性=2, 陰性=5)
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
不純度=0.133
データ数=14
(陽性=13, 陰性=1)
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
不純度=0.28
データ数=6
(陽性=1, 陰性=5)
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー1 ≦ 0.185...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
センサー1 ≦ 0.26
不純度=0.44
データ数=3
(陽性=2, 陰性=1)
センサー1 ≦ 0.26...
要検査
不純度=0
データ数=1
要検査不純度=0...
センサー2 ≦ 0.565
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー2 ≦ 0.565...
要検査
不純度=0
データ数=1
要検査不純度=0...
要検査
不純度=0
データ数=14
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
正常
不純度=0
データ数=6
正常不純度=0...
Yes
Yes
センサー2 ≦ 0.755
不純度=0.32
データ数=5
(陽性=1, 陰性=4)
センサー2 ≦ 0.755...
No
No
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
センサー1 ≦ 0.765
不純度=0.5
データ数=32
(陽性=16, 陰性=16)
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
不純度=0.165
データ数=11
(陽性=1, 陰性=10)
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
不純度=0.41
データ数=21
(陽性=15, 陰性=6)
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
不純度=0.41
データ数=7
(陽性=2, 陰性=5)
センサー2 ≦ 0.045...
Yes
Yes
陽性
不純度=0.133
データ数=14
(陽性=13, 陰性=1)
陽性不純度=0.133...
No
No
センサー1 ≦ 0.135
不純度=0.28
データ数=6
(陽性=1, 陰性=5)
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー1 ≦ 0.185...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
正常
不純度=0
データ数=6
正常不純度=0...
Yes
Yes
センサー2 ≦ 0.755
不純度=0.32
データ数=5
(陽性=1, 陰性=4)
センサー2 ≦ 0.755...
No
No
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
センサー1 ≦ 0.765
不純度=0.5
データ数=32
(陽性=16, 陰性=16)
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
不純度=0.165
データ数=11
(陽性=1, 陰性=10)
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
不純度=0.41
データ数=21
(陽性=15, 陰性=6)
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
不純度=0.41
データ数=7
(陽性=2, 陰性=5)
センサー2 ≦ 0.045...
Yes
Yes
陽性
不純度=0.133
データ数=14
(陽性=13, 陰性=1)
陽性不純度=0.133...
No
No
陰性
不純度=0.28
データ数=6
(陽性=1, 陰性=5)
陰性不純度=0.28...
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=6
正常不純度=0...
Yes
Yes
センサー2 ≦ 0.755
不純度=0.32
データ数=5
(陽性=1, 陰性=4)
センサー2 ≦ 0.755...
No
No
要検査
不純度=0
データ数=1
要検査不純度=0...
正常
不純度=0
データ数=4
正常不純度=0...
α以下を削除
`α_{eff}=0.019`以下を削除
α以下を削除
`α_{eff}=0.026`以下を削除
最初の状態
最初の状態
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/pruning_subtree.svg b/08/img/pruning_subtree.svg new file mode 100644 index 0000000..93577a7 --- /dev/null +++ b/08/img/pruning_subtree.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
不純度=0.5
データ数=32
(陽性=16, 陰性=16)
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
不純度=0.165
データ数=11
(陽性=1, 陰性=10)
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
不純度=0.41
データ数=21
(陽性=15, 陰性=6)
センサー1 ≦ 0.025...
Yes
Yes
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/pruning_subtree_with_R.svg b/08/img/pruning_subtree_with_R.svg new file mode 100644 index 0000000..179cc5e --- /dev/null +++ b/08/img/pruning_subtree_with_R.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.32
不純度=0.133
データ数=14
(陽性=13, 陰性=1)
センサー1 ≦ 0.32...
センサー1 ≦ 0.26
不純度=0.44
データ数=3
(陽性=2, 陰性=1)
センサー1 ≦ 0.26...
要検査
不純度=0
データ数=1
要検査不純度=0...
センサー2 ≦ 0.565
不純度=0.5
データ数=2
(陽性=1, 陰性=1)
センサー2 ≦ 0.565...
要検査
不純度=0
データ数=1
要検査不純度=0...
要検査
不純度=0
データ数=11
要検査不純度=0...
正常
不純度=0
データ数=1
正常不純度=0...
ノード:

()
ノード:`N_i`...
サブツリー:

()
サブツリー:`...
α
()
`α_{eff}=0.019`...
Text is not SVG - cannot display
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b/08/img/reg_curve_pred.svg @@ -0,0 +1,4 @@ + + + +
リーフノード1の平均値
=48.0
リーフノード1の平均値...
リーフノード2の平均値
=64.33
リーフノード2の平均値...
リーフノード3の平均値
=89.667
リーフノード3の平均値...
リーフノード4の平均値
=122.0
リーフノード4の平均値...
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/reg_curve_pred_target.svg b/08/img/reg_curve_pred_target.svg new file mode 100644 index 0000000..fe3a163 --- /dev/null +++ b/08/img/reg_curve_pred_target.svg @@ -0,0 +1,4 @@ + + + +
リーフノード1の平均値
=48.0
リーフノード1の平均値...
リーフノード2の平均値
=64.33
リーフノード2の平均値...
リーフノード3の平均値
=89.667
リーフノード3の平均値...
リーフノード4の平均値
=122.0
リーフノード4の平均値...
`\text{median_income}=5`
Text is not SVG - cannot display
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0.81
0.34
0.34
0.95
0.95
1.06
1.06
0.55
0.55
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x < 0.81
0.81
0.34
0.95
1.06
0.55
0.81...
x < 0.34
x < 0.34
0.81
0.34
0.55
0.81...
1.06
1.06
x < 0.95
x < 0.95
センサー1
センサー1
データごとの分岐条件
データごとの分岐条件
0.34
0.55
0.34...
0.81
0.95
1.06
0.81...
データ
データ
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不純度:中
不純度:中
不純度:高
不純度:高
不純度:中
不純度:中
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
不純度0
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分岐条件A:センサー1 < 0.78
分岐条件A:センサー1 < 0.78
分岐条件B:センサー2 < 0.73
分岐条件B:センサー2 < 0.73
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子ノード
子ノード
子ノード
子ノード
センサー1 < 0.78
samples=32
センサー1 < 0.78...
次の条件
次の条件
子ノードのサブセット
子ノードのサブセット
子ノードの分割条件
(まだ求めてない)
子ノードの分割条件 (まだ求めてない)
次の条件
次の条件
ルートノード
ルートノード
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不純度: 0.32
不純度: 0.32
不純度: 0.4
不純度: 0.4
不純度: 0.6
不純度: 0.6
0.78
0.78
0.34
0.34
0.95
0.95
1.06
1.06
0.55
0.55
x < 0.78
x < 0.78
0.78
0.34
0.95
1.06
0.55
0.78...
x < 0.34
x < 0.34
0.78
0.34
0.55
0.78...
1.06
1.06
x < 0.95
x < 0.95
センサー1
センサー1
データごとの分岐条件
データごとの分岐条件
0.34
0.55
0.34...
0.78
0.95
1.06
0.78...
ノード内のデータ
ノード内のデータ
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Yes
Yes
体重 < 85
体重 < 85
No
No
No
No
身長 < 170
身長 < 170
Yes
Yes
No
No
運動習慣 = 無
運動習慣 = 無
OK
OK
OK
OK
Yes
Yes
Yes
Yes
体重 < 80
体重 < 80
OK
OK
No
No
No
No
Yes
Yes
年齢 < 40
年齢 < 40
要検査
要検査
要検査
要検査
OK
OK
No
No
運動習慣 = 無
運動習慣 = 無
Yes
Yes
OK
OK
No
No
身長 < 170
身長 < 170
Yes
Yes
OK
OK
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センサー1 ≦ 0.765
データ数=32
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
データ数=11
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
データ数=21
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
データ数=7
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
データ数=14
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
データ数=6
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
データ数=2
センサー1 ≦ 0.185...
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
要検査
データ数=1
要検査 データ数=1
正常
データ数=1
正常 データ数=1
センサー1 ≦ 0.26
データ数=3
センサー1 ≦ 0.26...
要検査
データ数=1
要検査 データ数=1
センサー2 ≦ 0.565
データ数=2
センサー2 ≦ 0.565...
要検査
データ数=1
要検査 データ数=1
要検査
データ数=14
要検査 データ数=14
正常
データ数=1
正常 データ数=1
正常
データ数=6
正常 データ数=6
Yes
Yes
センサー2 ≦ 0.755
データ数=5
センサー2 ≦ 0.755...
No
No
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/tree_cls_sample_depth.svg b/08/img/tree_cls_sample_depth.svg new file mode 100644 index 0000000..5254374 --- /dev/null +++ b/08/img/tree_cls_sample_depth.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
データ数=32
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
データ数=11
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
データ数=21
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
データ数=7
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
データ数=14
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
データ数=6
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
データ数=2
センサー1 ≦ 0.185...
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
要検査
データ数=1
要検査 データ数=1
正常
データ数=1
正常 データ数=1
センサー1 ≦ 0.26
データ数=3
センサー1 ≦ 0.26...
要検査
データ数=1
要検査 データ数=1
センサー2 ≦ 0.565
データ数=2
センサー2 ≦ 0.565...
要検査
データ数=1
要検査 データ数=1
要検査
データ数=14
要検査 データ数=14
正常
データ数=1
正常 データ数=1
正常
データ数=6
正常 データ数=6
Yes
Yes
センサー2 ≦ 0.755
データ数=5
センサー2 ≦ 0.755...
No
No
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
1
1
2
2
3
3
4
4
5
5
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/tree_cls_sample_leaf.svg b/08/img/tree_cls_sample_leaf.svg new file mode 100644 index 0000000..c9ae7e1 --- /dev/null +++ b/08/img/tree_cls_sample_leaf.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
データ数=32
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
データ数=11
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
データ数=21
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
データ数=7
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
データ数=14
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
データ数=6
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
データ数=2
センサー1 ≦ 0.185...
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
要検査
データ数=1
要検査 データ数=1
正常
データ数=1
正常 データ数=1
センサー1 ≦ 0.26
データ数=3
センサー1 ≦ 0.26...
要検査
データ数=1
要検査 データ数=1
センサー2 ≦ 0.565
データ数=2
センサー2 ≦ 0.565...
要検査
データ数=1
要検査 データ数=1
要検査
データ数=14
要検査 データ数=14
正常
データ数=1
正常 データ数=1
正常
データ数=6
正常 データ数=6
Yes
Yes
センサー2 ≦ 0.755
データ数=5
センサー2 ≦ 0.755...
No
No
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/tree_cls_sample_node.svg b/08/img/tree_cls_sample_node.svg new file mode 100644 index 0000000..042c98e --- /dev/null +++ b/08/img/tree_cls_sample_node.svg @@ -0,0 +1,4 @@ + + + +
センサー1 ≦ 0.765
データ数=32
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
データ数=11
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
データ数=21
センサー1 ≦ 0.025...
Yes
Yes
Text is not SVG - cannot display
\ No newline at end of file diff --git a/08/img/tree_cls_sample_prediction.svg b/08/img/tree_cls_sample_prediction.svg new file mode 100644 index 0000000..d60a561 --- /dev/null +++ b/08/img/tree_cls_sample_prediction.svg @@ -0,0 +1,4 @@ + + + +
`(\text{センサー1}, \text{センサー2}) = (0.8, 0.4)`
センサー1 ≦ 0.765
データ数=32
センサー1 ≦ 0.765...
No
No
センサー2 ≦ 0.61
データ数=11
センサー2 ≦ 0.61...
センサー1 ≦ 0.025
データ数=21
センサー1 ≦ 0.025...
Yes
Yes
センサー2 ≦ 0.045
データ数=7
センサー2 ≦ 0.045...
Yes
Yes
センサー1 ≦ 0.32
データ数=14
センサー1 ≦ 0.32...
No
No
センサー1 ≦ 0.135
データ数=6
センサー1 ≦ 0.135...
センサー1 ≦ 0.185
データ数=2
センサー1 ≦ 0.185...
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
要検査
データ数=1
要検査 データ数=1
正常
データ数=1
正常 データ数=1
センサー1 ≦ 0.26
データ数=3
センサー1 ≦ 0.26...
要検査
データ数=1
要検査 データ数=1
センサー2 ≦ 0.565
データ数=2
センサー2 ≦ 0.565...
要検査
データ数=1
要検査 データ数=1
要検査
データ数=14
要検査 データ数=14
正常
データ数=1
正常 データ数=1
正常
データ数=6
正常 データ数=6
Yes
Yes
センサー2 ≦ 0.755
データ数=5
センサー2 ≦ 0.755...
No
No
要検査
データ数=1
要検査 データ数=1
正常
データ数=4
正常 データ数=4
Text is not SVG - cannot display
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