I predict you'll find this logistic regression example with R to be helpful for gleaning useful information from common binary classification problems.

Regression analysis is an analysis of the relationship between one dependent column and one or more independent columns. You can use Regression on the Data Analysis menu to perform linear regression, ...

The LOGISTIC and PROBIT procedures can perform logistic and ordinal logistic regression. See Chapter 5, "Introduction to Categorical Data Analysis Procedures," Chapter 39, "The LOGISTIC Procedure," ...

Serum uric acid levels showed an inverse, linear association with depression risk, highlighting a potential biochemical ...