Notes - Machine Learning MT23, Learning curves

Created: October 23, 2023

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• [[Course - Machine Learning MT23]]^U

Flashcards

Suppose the error on the training data and the error on the test data diverge. Then what can you say about whether model is underfitting or overfitting?

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The model is likely overfitting.

Suppose the error on the training data and the error on the test data converge to a high error rate. Then what can you say about whether the model is underfitting, overfitting or doing a good job?

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The model is likely underfitting.

Proofs

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