Logistic regression is a machine learning technique for binary classification. For example, you might want to predict the sex of a person (male or female) based on their age, state where they live, ...

This article presents a complete demo program for logistic regression, using batch stochastic gradient descent training with weight decay. Compared to other binary classification techniques, logistic ...

What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.

The C1 classifier assigned a relevance score (range: 0-1) to the test set corresponding to the likelihood that each abstract in R2 was relevant. The relevance score was calculated using an ensemble ...