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A super-fast and scalable Random Forest library based on fast histogram decision tree algorithm and distributed bagging framework. It can be used for binary classification, multi-label classification,...

xforest

A super fast random forest.

Data

Download data from: https://www.kaggle.com/datasets/dodolong/higgs1m

Put higgs-train-1m.csv and higgs-test.csv into current folder.

Run

./compile.sh
./a.out