xlearn

High performance machine learning library for classification and regression.

brewmacoslinux

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High performance, easy-to-use, and scalable machine learning package

xlearn

train a machine learning model from a text dataset$ xlearn_train -s 1 -x train.txt -m model.bin

make predictions on new data using a trained model$ xlearn_predict test.txt model.bin output.txt

train a factorization machine model for binary classification$ xlearn_train -s 1 -x train.txt -v valid.txt -m model.bin -l 0.0001

convert training data into xlearn binary format$ xlearn_convert -i train.txt -o train.bin -f 1

train a linear model with cross validation$ xlearn_train -s 0 -x train.txt -m model.bin --cv 5