However, the logistic regression had lower specificity than the clinical algorithm in both cohorts. The three-way agreement of the clinical algorithm, logistic regression, and SEER-recorded stage in ...

A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams ...

Logistic regression is a powerful technique for fitting models to data with a binary response variable, but the models are difficult to interpret if collinearity, nonlinearity, or interactions are ...

An efficient algorithm is given for the exact logistic analysis of a single parameter. Hypothesis tests and confidence intervals for a logistic regression parameter are obtained. The method provides ...

As defined on TechTarget, logistic regression is a statistical analysis method used to predict a data value based on prior observations of a data set.