Classification Vs Regression

Loss Metrics

Mean Squared Error

Mean Absolute Error

Median Absolute Deviation

Log-loss

Cross-Entropy

Linear Regression

Logistical Regression

Naive Bayes Classifier

K-Nearest Neighbours

Decision Tree

Random Forest

Support Vector Machines

Ensemble Models

Bagging

Gradient Boosting

XgBoost

LightGBM

Boosting

Stacking

Cascading

K-Means Clustering

Agglomerative Clustering

Principal Component Analysis