H2OPCA

H2O PCA

Input

It takes in a DataFrame as input

Type

transform

Class

fire.nodes.h2o.NodeH2OPCA

Fields

Details

Principal Components Analysis (PCA) is closely related to Principal Components Regression. The algorithm is carried out on a set of possibly collinear features and performs a transformation to produce a new set of uncorrelated features.

More details are available at : http://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/pca.html