h2o.predicted_vs_actual_by_variable: Calculates per-level mean of predicted value vs actual value...

In h2o: R Interface for the 'H2O' Scalable Machine Learning Platform

Calculates per-level mean of predicted value vs actual value for a given variable.

Description

In the basic setting, this function is equivalent to doing group-by on variable and calculating mean on predicted and actual. In addition to that it also handles NAs in response and weights automatically.

Usage

h2o.predicted_vs_actual_by_variable(object, newdata, predicted, variable)

Arguments

object	A trained supervised H2O model.
newdata	Input frame (can be training/test/.. frame).
predicted	Frame of predictions for the given input frame.
variable	Name of variable to inspect.

Value

H2OTable

h2o documentation built on Aug. 9, 2023, 9:06 a.m.