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H2OSplitNode-class

The H2OSplitNode class.


Description

This class represents a single non-terminal node in an H2OTree.

Slots

threshold

A numeric split threshold, typically when the split column is numerical.

left_child

A H2ONodeOrNULL representing the left child node, if a node has one.

right_child

A H2ONodeOrNULL representing the right child node, if a node has one.

split_feature

A character representing the name of the column this node splits on.

left_levels

A character representing the levels of a categorical feature heading to the left child of this node. NA for non-categorical split.

right_levels

A character representing the levels of a categorical feature heading to the right child of this node. NA for non-categorical split.

na_direction

A character representing the direction of NA values. LEFT means NA values go to the left child node, RIGH means NA values go to the right child node.


h2o

R Interface for the 'H2O' Scalable Machine Learning Platform

v3.32.1.2
Apache License (== 2.0)
Authors
Erin LeDell [aut, cre], Navdeep Gill [aut], Spencer Aiello [aut], Anqi Fu [aut], Arno Candel [aut], Cliff Click [aut], Tom Kraljevic [aut], Tomas Nykodym [aut], Patrick Aboyoun [aut], Michal Kurka [aut], Michal Malohlava [aut], Ludi Rehak [ctb], Eric Eckstrand [ctb], Brandon Hill [ctb], Sebastian Vidrio [ctb], Surekha Jadhawani [ctb], Amy Wang [ctb], Raymond Peck [ctb], Wendy Wong [ctb], Jan Gorecki [ctb], Matt Dowle [ctb], Yuan Tang [ctb], Lauren DiPerna [ctb], Tomas Fryda [ctb], H2O.ai [cph, fnd]
Initial release
2021-04-29

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