What is a Learning Curve in machine learning?

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有刺的猬
有刺的猬 2020-12-23 02:15

I want to know what a learning curve in machine learning is. What is the standard way of plotting it? I mean what should be the x and y axis of my plot?

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  •  旧时难觅i
    2020-12-23 02:22

    In simple terms, the learning curve is a plot between the number of instances and a metric such as loss or accuracy. This plot shows the journey learning with the gain of experience and hence is named learning curve. Learning curves are widely used in machine learning for algorithms that learn (optimize their internal parameters) incrementally over time, such as deep learning neural networks.

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