Machine learning(9): Bias-variance tradeoff

Consequences of noise

Machine learning(9): Bias-variance tradeoff
Machine learning(9): Bias-variance tradeoff

Alleviate effect of noise

Machine learning(9): Bias-variance tradeoff

The example of linear regression

Machine learning(9): Bias-variance tradeoff
Machine learning(9): Bias-variance tradeoff
Machine learning(9): Bias-variance tradeoff
Machine learning(9): Bias-variance tradeoff
Machine learning(9): Bias-variance tradeoff

The summary of these pictures

Machine learning(9): Bias-variance tradeoff

The trend of Bias and variance in model complexity

Machine learning(9): Bias-variance tradeoff

The trend of Bias and variance in trainning set

Machine learning(9): Bias-variance tradeoff

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