varunshenoy / simple-metrics

A light Python script that can compute accuracy, exact match, precision, recall, f1 score, and Hamming score.

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simple-metrics

A light Python script that can compute accuracy, exact match, precision, recall, f1 score, and Hamming score.

How to use

Be sure to import simple-metrics at the top of your personal file and simple-metrics.py is in the same directory.

All methods take 2 parameters, the actual results and the predicted results for a given task. deep_accuracy (aka Exact Match) and hamming_score is mainly for multilabel classification problems, and will fail if the two input arrays are not 2-dimensional.

About

A light Python script that can compute accuracy, exact match, precision, recall, f1 score, and Hamming score.


Languages

Language:Python 100.0%