H2OGrid-class

H2OGrid

show,H2OGrid-method

A class to contain the information about grid results

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).

Tomas Fryda

R Interface for the 'H2O' Scalable Machine Learning Platform

Erin LeDell

Navdeep Gill

Spencer Aiello

Anqi Fu

Arno Candel

Cliff Click

Tom Kraljevic

Tomas Nykodym

Patrick Aboyoun

Michal Kurka

Michal Malohlava

Sebastien Poirier

Wendy Wong

Ludi Rehak

Eric Eckstrand

Brandon Hill

Sebastian Vidrio

Surekha Jadhawani

Amy Wang

Raymond Peck

Jan Gorecki

Matt Dowle

Yuan Tang

Lauren DiPerna

Veronika Maurerova

Yuliia Syzon

Adam Valenta

Marek Novotny

H2O.ai 

H2OGrid-class function

<dl><dt>object</dt>
<dd>an <code>H2OGrid</code> object.</dd></dl>

Arguments

<dl>
<dt><code>grid_id</code></dt>
<dd>the final identifier of grid</dd></dl>
<dt><code>model_ids</code></dt>
<dd>list of model IDs which are included in the grid object</dd>
<dt><code>hyper_names</code></dt>
<dd>list of parameter names used for grid search</dd>
<dt><code>failed_params</code></dt>
<dd>list of model parameters which caused a failure during model building,
it can contain a null value</dd>
<dt><code>failure_details</code></dt>
<dd>list of detailed messages which correspond to failed parameters field</dd>
<dt><code>failure_stack_traces</code></dt>
<dd>list of stack traces corresponding to model failures reported by
failed_params and failure_details fields</dd>
<dt><code>failed_raw_params</code></dt>
<dd>list of failed raw parameters</dd>
<dt><code>summary_table</code></dt>
<dd>table of models built with parameters and metric information.</dd>

Slots

H2O Grid — H2OGrid-class

<dl>

<dt>object</dt>
<dd>an <code>H2OGrid</code> object.</dd>

</dl>

<dl>
<dt><code>grid_id</code></dt>
<dd>the final identifier of grid</dd>


<dt><code>model_ids</code></dt>
<dd>list of model IDs which are included in the grid object</dd>


<dt><code>hyper_names</code></dt>
<dd>list of parameter names used for grid search</dd>


<dt><code>failed_params</code></dt>
<dd>list of model parameters which caused a failure during model building,
it can contain a null value</dd>


<dt><code>failure_details</code></dt>
<dd>list of detailed messages which correspond to failed parameters field</dd>


<dt><code>failure_stack_traces</code></dt>
<dd>list of stack traces corresponding to model failures reported by
failed_params and failure_details fields</dd>


<dt><code>failed_raw_params</code></dt>
<dd>list of failed raw parameters</dd>


<dt><code>summary_table</code></dt>
<dd>table of models built with parameters and metric information.</dd>


</dl>

H2O Grid

H2OGrid-class: H2O Grid

Description

Usage

Arguments

Slots

See Also