Tag: logistic regression

April 2, 2026 / Mohammed looti

LOGISTIC REGRESSION

Logistic Regression is a type of supervised learning algorithm used in binary classification problems. It is a predictive modeling technique used to identify the relationship between a dependent variable and a set of independent variables. In logistic regression, the dependent variable is a binary variable that is either 0 or 1. It is used to […]

January 17, 2026 / Mohammed looti

CATEGORICAL DATA ANALYSIS

Categorical data analysis is a process by which researchers use statistical methods to examine the relationships between categorical variables. Categorical data analysis can be used to explore relationships between variables, identify patterns, determine the impact of one variable on another, and assess the significance of results. This type of analysis is useful in a variety […]