Technical Question Bank · Peer-Reviewed

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Machine Learning Medium technical

Q1. What is the bias-variance tradeoff?

Bias is error from overly simple assumptions; a high-bias model underfits and misses patterns in both training and test data. Variance is error from sensitivity to the tr...

2 Answer

Machine Learning Easy technical

Q2. What is overfitting and how do you prevent it?

Overfitting is when a model learns noise and idiosyncrasies of the training set instead of the underlying pattern. It performs well on training data but poorly on new dat...

1 Answer