Machine Learning, Feature Sele, F1 Score, Classification, Imbalanced Class.
the data distribution into two equal bins, 4-Quantiles known as the quartiles which divide the data into 4 equal bins and 10-Quantiles also known as the deciles which create 10 equal width bins. data1['age_bin'] = pd.qcut(data1['age'], q=[0,.10,.20,.30,.40,.50,.60,.70,.80,.90,1], labels=False)