H2OSplitNode-class

H2OSplitNode

This class represents a single non-terminal node in an <code>H2OTree</code>.

R interface for 'H2O', the scalable open source machine learning
platform that offers parallelized implementations of many supervised and
unsupervised machine learning algorithms such as Generalized Linear
Models (GLM), Gradient Boosting Machines (including XGBoost), Random Forests,
Deep Neural Networks (Deep Learning), Stacked Ensembles, Naive Bayes,
Generalized Additive Models (GAM), ANOVA GLM, Cox Proportional Hazards, K-Means, PCA, ModelSelection,
Word2Vec, as well as a fully automatic machine learning algorithm (H2O AutoML).

Erin LeDell

R Interface for the 'H2O' Scalable Machine Learning Platform

Navdeep Gill

Spencer Aiello

Anqi Fu

Arno Candel

Cliff Click

Tom Kraljevic

Tomas Nykodym

Patrick Aboyoun

Michal Kurka

Michal Malohlava

Ludi Rehak

Eric Eckstrand

Brandon Hill

Sebastian Vidrio

Surekha Jadhawani

Amy Wang

Raymond Peck

Wendy Wong

Jan Gorecki

Matt Dowle

Yuan Tang

Lauren DiPerna

Tomas Fryda

Veronika Maurerova

H2O.ai 

H2OSplitNode-class function

<dl>
<dt><code>threshold</code></dt>
<dd>A <code>numeric</code> split threshold, typically when the split column is numerical.</dd></dl>
<dt><code>left_child</code></dt>
<dd>A <code>H2ONodeOrNULL</code> representing the left child node, if a node has one.</dd>
<dt><code>right_child</code></dt>
<dd>A <code>H2ONodeOrNULL</code> representing the right child node, if a node has one.</dd>
<dt><code>split_feature</code></dt>
<dd>A <code>character</code> representing the name of the column this node splits on.</dd>
<dt><code>left_levels</code></dt>
<dd>A <code>character</code> representing the levels of a categorical feature heading to the left child of this node. NA for non-categorical split.</dd>
<dt><code>right_levels</code></dt>
<dd>A <code>character</code> representing the levels of a categorical feature heading to the right child of this node. NA for non-categorical split.</dd>
<dt><code>na_direction</code></dt>
<dd>A <code>character</code> 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.</dd>

Slots

The H2OSplitNode class. — H2OSplitNode-class

<dl>
<dt><code>threshold</code></dt>
<dd>A <code>numeric</code> split threshold, typically when the split column is numerical.</dd>


<dt><code>left_child</code></dt>
<dd>A <code>H2ONodeOrNULL</code> representing the left child node, if a node has one.</dd>


<dt><code>right_child</code></dt>
<dd>A <code>H2ONodeOrNULL</code> representing the right child node, if a node has one.</dd>


<dt><code>split_feature</code></dt>
<dd>A <code>character</code> representing the name of the column this node splits on.</dd>


<dt><code>left_levels</code></dt>
<dd>A <code>character</code> representing the levels of a categorical feature heading to the left child of this node. NA for non-categorical split.</dd>


<dt><code>right_levels</code></dt>
<dd>A <code>character</code> representing the levels of a categorical feature heading to the right child of this node. NA for non-categorical split.</dd>


<dt><code>na_direction</code></dt>
<dd>A <code>character</code> 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.</dd>


</dl>

The H2OSplitNode class.

H2OSplitNode-class: The H2OSplitNode class.

Description

Arguments

Slots