NAME¶

liblinear-predict - Make predictions based on a trained linear classifier model

SYNOPSIS¶

linear-predict [options] test_file model_file output_file

DESCRIPTION¶

liblinear-predict uses the linear classifier model-file to make predictions for each of the samples in test_file and stores the results in output_file.

OPTIONS¶

A summary of options is included below.

-b (0|1)

Whether to output probability estimates or not (default: 0)

-q

quiet mode (no outputs)

EXAMPLES¶

Train a linear SVM using L2-loss function with linear-train(1):

 liblinear-train data_file

Output probability estimates (for logistic regression only):

 liblinear-predict -b 1 test_file data_file.model output_file

SEE ALSO¶

liblinear-train(1), svm-predict(1), svm-train(1), svm-scale(1)

AUTHORS¶

liblinear-predict was written by the LIBLINEAR authors at National Taiwan university for the LIBLINEAR Project.

This manual page was written by Christian Kastner <ckk@debian.org>, for the Debian project (and may be used by others).