Locally Weighted Linear Regression and Bias-Variance Tradeoff
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Question 2/10You are training a linear regression model on a representative sample in order to predict house prices. Performance tests suggest that the model has an issue of high estimator bias in combination with low estimator variance. What action below is likely to solve the high bias issue?Collect more labelled data:Add higher order polynomial termsIncrease the weights on regularization termsUse a subsample of the data.
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