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classifier comparison

classifier comparison

Comparison of Calibration of Classifiers ¶. Comparison of Calibration of Classifiers. ¶. Well calibrated classifiers are probabilistic classifiers for which the output of the predict_proba method can be directly interpreted as a confidence level. For instance a well calibrated (binary) classifier should classify the samples such that among the samples to which it gave a predict_proba value close to 0.8, approx. 80% …

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