Built-in Interpretable Models#

Examples of building interpretable models in modeva.

Logistic Regression (Classification)

Logistic Regression (Classification)

Linear Regression (Regression)

Linear Regression (Regression)

Decision Tree Classification

Decision Tree Classification

Decision Tree Regression

Decision Tree Regression

MoReLUDNN Classification

MoReLUDNN Classification

MoReLUDNN Regression

MoReLUDNN Regression

GAMINet Classification

GAMINet Classification

GAMINet Regression

GAMINet Regression

Mixture of Expert (MoE) Classification

Mixture of Expert (MoE) Classification

Mixture of Expert (MoE) Regression

Mixture of Expert (MoE) Regression

Linear Tree Classification

Linear Tree Classification

Linear Tree Regression

Linear Tree Regression

Tree Ensemble Models (Classification)

Tree Ensemble Models (Classification)

Tree Ensemble Models (Regression)

Tree Ensemble Models (Regression)