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  • Deep Learning 4: Error Analysis

    threshold:

    https://stackoverflow.com/questions/46224752/what-is-a-threshold-in-a-precision-recall-curve

    In general, an instance would be classified as A, if P(A) > 0.5 (your threshold value).

    For this value, you get your Recall-Precision pair based on the True Positives, True Negatives, False Positives and False Negatives.

    dev example

    clean up incorrect data

    Deep Learning is Robust to Massive Label Noise: https://arxiv.org/abs/1705.10694

    deep neural networks are capable of generalizing from training data for which true labels are massively

    outnumbered by incorrect labels.

    dev set error

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  • 原文地址:https://www.cnblogs.com/wordchao/p/9227919.html
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