Evaluation.get_evaluation_function: Evaluation

In frbl/OnlineSuperLearner: Online SuperLearner package

Description

Static class with multiple, different evaluation functions. These functions can be used to either deterimine the loss of an estimator, or to determine its performance. Evaluation.get_evaluation_function

Usage

Evaluation.get_evaluation_function(family, useAsLoss = TRUE)

Arguments

family	the family of the data (binomial for binary, gaussian for cts).
useAsLoss	should we use the loss function or the performance function?

Details

Returns the correct evaluation function given the family of the data. # @import Metrics

Value

function the log likelihoodloss function if useAsLoss = TRUE, and the log loss function otherwise.

frbl/OnlineSuperLearner documentation built on Feb. 9, 2020, 9:28 p.m.