Supervised Model Families

Which broad families of models/algorithms fall under supervised learning?

Answer

Supervised learning models can be grouped into three families:

  • Regression Models

    • Linear Regression

    • Random Forest

    • Gradient Boosting

  • Classification Models

    • Logistic Regression

    • k-Nearest Neighbor (k-NN)

    • Support Vector Machines (SVM)

    • Random Forest

    • Gradient Boosting

  • Deep Learning

    • Convolutional Neural Networks (CNN)

    • Recurrent Neural Networks (RNN)

Back to collection