A set of tools for quickly scoring models in data science and machine learning. This toolset is written in C++ for blazing fast performance.

Author | Paul Hendricks [aut, cre] |

Date of publication | 2016-02-01 22:06:31 |

Maintainer | Paul Hendricks <paul.hendricks.2013@owu.edu> |

License | MIT + file LICENSE |

Version | 0.2.0 |

https://github.com/paulhendricks/scorer |

**absolute_error:** Calculate absolute error regression loss.

**absolute_percent_error:** Calculate absolute percent error regression loss.

**ae:** Calculate absolute error between actual and forecast.

**ape:** Calculate absolute percent error between actual and forecast.

**e:** Calculate error between actual and forecast.

**explained_variance_score:** Calculate explained variance regression score function.

**log_error:** Calculate log error regression loss.

**mape:** Calculate mean absolute percent error between actual and...

**mean_absolute_error:** Calculate mean absolute error regression loss.

**mean_absolute_percent_error:** Calculate mean absolute percent error regression loss.

**mean_absolute_scaled_error:** Calculate mean absolute scaled error regression loss.

**mean_error:** Calculate mean error regression loss.

**mean_percent_error:** Calculate mean percent error regression loss.

**mean_squared_error:** Calculate mean squared error regression loss.

**mean_squared_log_error:** Calculate mean squared log error regression loss.

**median_absolute_error:** Calculate median absolute error regression loss.

**median_absolute_percent_error:** Calculate median absolute percent error regression loss.

**median_percent_error:** Calculate median percent error regression loss.

**median_squared_error:** Calculate median squared error regression loss.

**median_squared_log_error:** Calculate median squared log error regression loss.

**pe:** Calculate percent error between actual and forecast.

**percent_error:** Calculate percent error regression loss.

**r2_score:** Calculate R^2 (coefficient of determination) regression score...

**rmse:** Calculate root mean squared error.

**scorer:** scorer: Quickly Score Models in Data Science and Machine...

**squared_error:** Calculate squared error regression loss.

**squared_log_error:** Calculate squared log_error regression loss.

**symmetric_mean_absolute_percent_error:** Calculate symmetric mean absolute percent error regression...

**symmetric_median_absolute_percent_error:** Calculate symmetric median absolute percent error regression...

**total_variance_score:** Calculate total variance regression score function.

**unexplained_variance_score:** Calculate unexplained variance regression score function.

scorer

scorer/inst

scorer/inst/imgs

scorer/inst/imgs/README-unnamed-chunk-4-1.png

scorer/inst/imgs/README-unnamed-chunk-3-1.png

scorer/tests

scorer/tests/testthat.R

scorer/tests/testthat

scorer/tests/testthat/test-regression_metrics.R

scorer/tests/testthat/test-errors.R

scorer/src

scorer/src/regression_metrics.cpp

scorer/src/RcppExports.cpp

scorer/NAMESPACE

scorer/R

scorer/R/regression_metrics.R
scorer/R/errors.R
scorer/R/RcppExports.R
scorer/R/scorer.R
scorer/README.md

scorer/MD5

scorer/DESCRIPTION

scorer/man

scorer/man/e.Rd
scorer/man/mean_percent_error.Rd
scorer/man/mean_squared_log_error.Rd
scorer/man/pe.Rd
scorer/man/mape.Rd
scorer/man/explained_variance_score.Rd
scorer/man/rmse.Rd
scorer/man/ape.Rd
scorer/man/squared_log_error.Rd
scorer/man/squared_error.Rd
scorer/man/mean_error.Rd
scorer/man/percent_error.Rd
scorer/man/total_variance_score.Rd
scorer/man/mean_absolute_error.Rd
scorer/man/median_absolute_percent_error.Rd
scorer/man/unexplained_variance_score.Rd
scorer/man/log_error.Rd
scorer/man/absolute_error.Rd
scorer/man/median_percent_error.Rd
scorer/man/median_squared_log_error.Rd
scorer/man/mean_absolute_percent_error.Rd
scorer/man/mean_absolute_scaled_error.Rd
scorer/man/ae.Rd
scorer/man/absolute_percent_error.Rd
scorer/man/median_absolute_error.Rd
scorer/man/symmetric_median_absolute_percent_error.Rd
scorer/man/median_squared_error.Rd
scorer/man/scorer.Rd
scorer/man/r2_score.Rd
scorer/man/symmetric_mean_absolute_percent_error.Rd
scorer/man/mean_squared_error.Rd
scorer/LICENSE

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