h2o: H2OModel-class – R documentation

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h2o

H2OModel-class

The H2OModel object.

Description

This virtual class represents a model built by H2O.

Usage

## S4 method for signature 'H2OModel'
show(object)

Arguments

object

an H2OModel object.

Details

This object has slots for the key, which is a character string that points to the model key existing in the H2O cluster, the data used to build the model (an object of class H2OFrame).

Slots

model_id: A character string specifying the key for the model fit in the H2O cluster's key-value store.
algorithm: A character string specifying the algorithm that were used to fit the model.
parameters: A list containing the parameter settings that were used to fit the model that differ from the defaults.
allparameters: A list containg all parameters used to fit the model.
have_pojo: A logical indicating whether export to POJO is supported
have_mojo: A logical indicating whether export to MOJO is supported
model: A list containing the characteristics of the model returned by the algorithm.

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