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二分类、多分类、多标签分类的micro-macro-weighted-F1指标实现与计算原理。

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htfhxx/metrics_python

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metrics_python

一些评估指标的使用和python实现,包括sklearn的使用和底层基于python的实现。

目前已有二分类、多分类、多标签分类的F1等指标

二分类:precision, recall, F1

多分类:

micro_precision, micro_recall, micro_f1

macro_precision, macro_recall, macro_f1

weighted_precision, weighted_recall, weighted_f1

多标签分类:

micro_precision, micro_recall, micro_f1

macro_precision, macro_recall, macro_f1

weighted_precision, weighted_recall, weighted_f1

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二分类、多分类、多标签分类的micro-macro-weighted-F1指标实现与计算原理。

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