Learn R Programming

PredictTestbench (version 1.1.3)

Test Bench for Comparison of Data Prediction Models

Description

Provides a Testbench for comparison of prediction models. This package is inspired from 'imputeTestbench' package . It compares prediction models with reference to RMSE, MAE or MAPE parameters. It allows to add new proposed methods to test bench and to compare with other methods. The function 'prediction_append()' allows to add multiple numbers of methods to the existing methods available in test bench. One/two step ahead prediction is also possible in the testbench.

Copy Link

Version

Install

install.packages('PredictTestbench')

Monthly Downloads

63

Version

1.1.3

License

GPL

Maintainer

Last Published

December 20th, 2016

Functions in PredictTestbench (1.1.3)

prediction_errors

Function working as testbench for comparison of Prediction algorithms
step_ahead_forecast

Function to calculate the step ahead forecasting for a proposed Prediction method
prediction_remove

Removes unwanted method from already existing methods in Test bench
plot_predictions

Function to plot the Error Comparison
prediction_append

To attach and compare new method to existing comparison study done with function 'impute_errors()'