Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

The Supreme Court on Friday let members of the Department of Government Efficiency, formed by Elon Musk, have access to sensitive records of many millions of Americans held by the Social Security ...

Class imbalance poses a critical challenge in binary classification problems, particularly when rare but significant events are underrepresented in the training set. While traditional machine learning ...

This project involves the classification of handwritten digits using three different classifiers: Linear Discriminant Analysis (LDA), Support Vector Machines (SVM), and Decision Trees. The goal is to ...

A python library for decision tree visualization and model interpretation. Decision trees are the fundamental building block of gradient boosting machines and Random Forests (tm), probably the two ...