Carvers Examples

These examples explain how to use task specific Carvers.

Binary Classification Example

Example of the Titanic survival classification.

• Setting things up
• Using AutoCarver
• Feature Selection
• Modeling

One-vs-Rest Classification Example

Example of the Iris type classification using OneVsRestCarver (a separate binning per class). For the joint MulticlassCarver — one binning per feature against the full K-class target — see Multiclass Classification.

• Setting things up
• Using AutoCarver
• Feature Selection
• Modeling

Continuous Regression Example

Example of the California House Prices regression.

• Setting things up
• Using AutoCarver
• Feature Selection
• Modeling