query: Why using RMSE as loss function in logistic regression takes non convex form but doesn't in linear regression?
positive_passages.docid: 149299
positive_passages.text: Logistic regression cost surface not convex
negative_passages.docid: 22005
negative_passages.text: Is the logit function always the best for regression modeling of binary data?
negative_passages.docid: 72218
negative_passages.text: Clarification on the Math of Logistic Regression
negative_passages.docid: 30493
negative_passages.text: Why is glmnet ridge regression giving me a different answer than manual calculation?
negative_passages.docid: 48065
negative_passages.text: Linear model with log-transformed response vs. generalized linear model with log link
negative_passages.docid: 54989
negative_passages.text: Why is binary cross entropy (or log loss) used in autoencoders for non-binary data
negative_passages.docid: 95339
negative_passages.text: Why linear and logistic regression coefficients cannot be estimated using same method?
negative_passages.docid: 125410
negative_passages.text: How to interpret regression coefficients in logistic regression?
negative_passages.docid: 27312
negative_passages.text: How can I account for a nonlinear variable in a logistic regression?
negative_passages.docid: 156390
negative_passages.text: Gradient Boosting for Linear Regression - why does it not work?
negative_passages.docid: 50350
negative_passages.text: Linear regression with interaction fails in the rms-package
negative_passages.docid: 17254
negative_passages.text: Why use logistic regression instead of SVM?
negative_passages.docid: 70260
negative_passages.text: Reason for not shrinking the bias (intercept) term in regression
negative_passages.docid: 72985
negative_passages.text: Logistic regression with poor goodness of fit (hosmer lemeshow)?
negative_passages.docid: 126797
negative_passages.text: Elasticity of log-log regression
negative_passages.docid: 139145
negative_passages.text: Why logistic regression cannot be solved by OLS
negative_passages.docid: 57361
negative_passages.text: Why does logistic regression produce well-calibrated models?