In D-Se/ML: Machine Leanring targets-bookdown pipeline

(PART) Modeling {.unnumbered}

Models

xgboost

Extreme gradient boosting.

MARS

Multivariate adaptive regression spline.

CART

Classification and regression tree.

Random Forest

Random forest.

SVM

Support vector machines.

KNN

K-nearest neighbors.

Cubist

Cubist is a rule-based model that is an extension of Quinlan's M5 model tree.

OLS

Ordinary linear regression.

D-Se/ML documentation built on April 1, 2022, 10:53 p.m.