Dimensionality Reduction

Plotting the reducing the number of random variables to consider.

Applications: Visualization, increased efficiency.
Algorithms: Plots the 2-dimensional projection of PCA, Plots PCA components’ explained variance ratios, and more...

Tutorials

Metric Performance Evaluation

Model Evaluation: Metrics Performance.

Applications: Spam detection, image recognition.
Metrics: Feature Importances, ROC AUC Curves, Precision-Recall Curves, and more...

Tutorials

Decile-wise Performance Evaluation

Model Evaluation: Decile-wise Performance.

Applications: Spam detection, image recognition.
Algorithms: Generates the KS Statistic plot, Generates the Cumulative Gains plot, Generates the Cumulative Gains plot, and more...

Tutorials