Metrics R package - Evaluation Metrics for Machine Learning

The package is an implementation of evaluation metrics in R that are commonly used in supervised machine learning. It implements metrics for regression, time series, binary classification, classification, and information retrieval problems. It has zero dependencies and a consistent, simple interface for all functions.

Date ( Publication): 2018-07-09

Status: Completed

Author

- Michael Frasco

Author

Author

Keywords: modelling

Keywords: evaluation metrics

Keywords: supervised machine learning

Keywords: R

Access constraints: License

Use limitation: https://cran.r-project.org/web/licenses/BSD_3_clause

OnLine resource: CRAN link (
WWW:LINK-1.0-http--link
)

Topic Category: Species distribution

Service Category: modle evaluation

Service Category: model validation

Service Category: modelling

Service Language: eng

Service TRL: TRL 9 – Actual system proven in operational environment

Service User Manual: https://cran.r-project.org/web/packages/Metrics/Metrics.pdf

Metadata

File identifier: a5f2540d-bb75-4c25-b9b5-68fee6870b86 XML

Metadata language: en

Hierarchy level: Service

Metadata Schema Version: 0.1.4

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