Vihan Singh

Bisection Regression Trees: Recursive Binary Classification Cascades for Continuous Prediction

We present Bisection Regression Trees (BRT), a regression method that recursively partitions the target’s value space rather than its feature space. At every node, BRT asks a single binary question, is the target above or below the median value currently observed, delegates the a...

Bisection Regression Trees: Recursive Binary Classification Cascades for Continuous Prediction

We present Bisection Regression Trees (BRT), a regression method that recursively partitions the target’s value space rather than its feature space. At every node, BRT asks a single binary question, is the target above or below the median value currently observed, delegates the a...