PredictTestbench: Test Bench for Comparison of Data Prediction Models

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Provides a Testbench for comparison of prediction models. This package is inspired from 'imputeTestbench' package <https://cran.r-project.org/package=imputeTestbench>. 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.

Author
Neeraj Bokde
Date of publication
2016-08-22 10:00:15
Maintainer
Neeraj Bokde <neerajdhanraj@gmail.com>
License
GPL
Version
1.1.1
URLs

View on CRAN

Man pages

plot_predictions
Function to plot the Error Comparison
prediction_append
To attach and compare new method to existing comparison study...
prediction_errors
Function working as testbench for comparison of Prediction...
prediction_remove
Removes unwanted method from already existing methods in Test...
step_ahead_forecast
Function to calculate the step ahead forecasting for a...

Files in this package

PredictTestbench
PredictTestbench/inst
PredictTestbench/inst/doc
PredictTestbench/inst/doc/my-vignette.html
PredictTestbench/inst/doc/my-vignette.Rmd
PredictTestbench/inst/doc/my-vignette.R
PredictTestbench/NAMESPACE
PredictTestbench/R
PredictTestbench/R/prediction_errors.R
PredictTestbench/R/prediction_append.R
PredictTestbench/R/plot_predictions.R
PredictTestbench/R/prediction_remove.R
PredictTestbench/R/step_ahead_forecast.R
PredictTestbench/vignettes
PredictTestbench/vignettes/my-vignette.Rmd
PredictTestbench/MD5
PredictTestbench/build
PredictTestbench/build/vignette.rds
PredictTestbench/DESCRIPTION
PredictTestbench/man
PredictTestbench/man/prediction_errors.Rd
PredictTestbench/man/prediction_remove.Rd
PredictTestbench/man/plot_predictions.Rd
PredictTestbench/man/step_ahead_forecast.Rd
PredictTestbench/man/prediction_append.Rd