Logistic Regression Score API Reference

This page documents the API for the Logistic Regression Score function in Pypulate.

Logistic regression scoring for credit risk assessment.

logistic_regression_score(coefficients, features, intercept=0)

Calculate credit score using logistic regression coefficients.

Parameters:

Name	Type	Description	Default
coefficients	array_like	Coefficients for each feature	required
features	array_like	Feature values	required
intercept	float	Intercept term	0

Returns:

Type	Description
dict	Probability of default and score