Insightforge | Data Science & AI on Instagram: "Logistic Regression - the foundation of classification Logistic regression is a classic algorithm in machine learning, widely used for binary classification problems (e.g., yes/no, spam/not spam). Instead of predicting continuous values like linear regression, it predicts probabilities between 0 and 1 using the logistic (sigmoid) function. This allows the model to decide which class an input most likely belongs to. During training, the algorithm ad