get_error: Computes model misclassification rate

In IshmaelBelghazi/gpuClassifieR: gpuClassifieR C/CUDA linear classifier for R

Description

Computes model misclassification rate

Usage

get_error(object, feats, targets, backend = "R")

## S3 method for class 'model.spec'
get_error(object, feats, targets, backend = "R")

Arguments

object	Linear classifier specification object.
feats	Numeric matrix. Features to predict. Dimensionality should be consistent with that of the model.
targets	Numeric matrix. TRUE targets to compare prediction against. Dimensionality should be consistent with that of the model. Should always be one-hot encoded.
backend	Computation back-end ('R', 'C', or 'CUDA')

Value

Numeric scalar. Misclassification rate. Percentage of wrong predictions.

Methods (by class)

• model.spec: Computes model misclassification rate for linear classifier model object

Author(s)

Mohamed Ishmael Diwan Belghazi

IshmaelBelghazi/gpuClassifieR documentation built on May 7, 2019, 6:45 a.m.