Gini
Artificial Intelligence
Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply
discussed about classification metrics like ROC-AUC and Kolmogorov-Smirnov (KS) Statistic in previous blogs.
On this blog, we are going to explore one other vital classification metric called the Gini Coefficient.
Why do we've multiple classification...
Artificial Intelligence
Why Decision Tree -Cart algorithm is true for you? Decision tree CART Algorithm 1. Gini Index 2.Information Gain
Why pruning?Pruning is a method that reduces a tree’s size by removing irrelevant branches. This process will help minimize overfitting while optimizing its structure. Overfitting occurs when an advanced model captures noise or unrelated...
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