com.github.fracpete:rmspe-weka-package

Adds the Root Mean Square Percentage Error (RMSPE) metric for to the evaluation of classifiers.


Keywords
evaluation-metrics, java, weka
License
GPL-3.0

Documentation

rmspe-weka-package

Weka package that adds the RMSPE (Root Mean Square Percentage Error) as metric for classifiers (numeric classes only).

For formula, see here.

Releases

How to use packages

For more information on how to install the package, see:

https://waikato.github.io/weka-wiki/packages/manager/

Maven

Add the following dependency in your pom.xml to include the package.

The following dependency automatically pulls in Weka:

    <dependency>
      <groupId>com.github.fracpete</groupId>
      <artifactId>rmspe-weka-package</artifactId>
      <version>2021.3.12</version>
    </dependency>

Use the following dependency to exclude the Weka dependencies:

    <dependency>
      <groupId>com.github.fracpete</groupId>
      <artifactId>rmspe-weka-package</artifactId>
      <version>2021.3.12</version>
      <exclusions>
        <exclusion>
          <groupId>nz.ac.waikato.cms.weka</groupId>
          <artifactId>weka-dev</artifactId>
        </exclusion>
        <exclusion>
          <groupId>org.pentaho.pentaho-commons</groupId>
          <artifactId>pentaho-package-manager</artifactId>
        </exclusion>
      </exclusions>
    </dependency>