Logistic Regression for Classification - KDnuggets

Before we understand more about Logistic Regression, let's first recap some important definitions which will give us a better understanding of the topic. Logistic Regression comes under Supervised Learning. Supervised Learning is when the algorithm learns on a labeled dataset and analyses the training data. These labeled data sets have inputs and expected outputs. Supervised learning can be further split into classification and regression. Classification is about predicting a label, by identifying which category an object belongs to based on different parameters.