Update README.md

analyses/README.md

@@ -8,10 +8,10 @@ pip install matplotlib sklearn rpy2
 
 ## Scripts
 
-`plot_competitors.py` compares the result of calib-rt and other regression method (Raw-LOESS, Quantile-LOESS, and RANSAC-LOESS) on sample datasets.
+`plot_competitors.py` compares the results of calib-rt and other regression method (Raw-LOESS, Quantile-LOESS, and RANSAC-LOESS) on sample datasets.
 
 
-`plot_span_filtering.py` compares the effect of span filter on the end extension on S type data.
+`plot_span_filtering.py` compares the effect of the span filter on the end extension of S-type data.
 
 
-`plot_grid_size.py` tests different grid sizes on datasets with the most and fewest data points.
+`plot_grid_size.py` tests different grid sizes on datasets with the most and the fewest data points.