query: What is the trade-off in the bias-variance trade-off?
positive_passages.docid: 157828
positive_passages.text: Question about bias-variance tradeoff
negative_passages.docid: 119698
negative_passages.text: Why are bias nodes used in neural networks?
negative_passages.docid: 38858
negative_passages.text: Explained Variance
negative_passages.docid: 123850
negative_passages.text: Sample variance derivation
negative_passages.docid: 102638
negative_passages.text: Computing variance of squared difference of i.i.d. uniform random variables
negative_passages.docid: 149884
negative_passages.text: How can the MSE of predictions be greater than the variance of the response variable?
negative_passages.docid: 150004
negative_passages.text: Estimated standard deviation of difference between means in case of known and unknown variance?
negative_passages.docid: 46380
negative_passages.text: Variance (different definitions)
negative_passages.docid: 5675
negative_passages.text: Difference between offset and exposure in Poisson Regression
negative_passages.docid: 146008
negative_passages.text: Why do we usually choose to minimize the sum of square errors (SSE) when fitting a model?
negative_passages.docid: 15530
negative_passages.text: Variance of sample mean.
negative_passages.docid: 132484
negative_passages.text: Not so easy optimization of variables?
negative_passages.docid: 2898
negative_passages.text: What's the MSE of $\hat{Y}$ in ordinary least squares using bias-variance decomposition?
negative_passages.docid: 154842
negative_passages.text: Zero variance Random variables
negative_passages.docid: 94712
negative_passages.text: Estimator of Variance of Error
negative_passages.docid: 53988
negative_passages.text: How to compute sample variance?
negative_passages.docid: 158072
negative_passages.text: Variance of Gaussian linear combination