Classification: Support Vector Machines
Support Vector Machines (SVM) are powerful supervised machine learning models that are widely...
Articles
Classification: K-Nearest Neighbors
In machine learning, the k-nearest neighbors algorithm (k-NN) is a straightforward and intuitive...
Classification: Logistic Regression
Classification is a fundamental task in machine learning where the goal is to...
Supervised Learning: Classification
What is Supervised Learning? Supervised learning is a type of machine learning where...
Regression: Elastic Net Regression
Regression is a supervised machine learning technique used to model the relationship between...
Regression: Lasso Regression
Regression analysis is a powerful statistical method used in machine learning to understand...
Regression: Ridge Regression
Polynomial regression is a type of regression analysis used in machine learning and...
Regression: Polynomial Regression
Polynomial regression is a type of regression analysis used in machine learning and...