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nz.ac.waikato.cms.weka : metaCost

Maven & Gradle

Feb 06, 2013

metaCost · This metaclassifier makes its base classifier cost-sensitive using the method specified in Pedro Domingos: MetaCost: A general method for making classifiers cost-sensitive. In: Fifth International Conference on Knowledge Discovery and Data Mining, 155-164, 1999. This classifier should produce similar results to one created by passing the base learner to Bagging, which is in turn passed to a CostSensitiveClassifier operating on minimum expected cost. The difference is that MetaCost produces a single cost-sensitive classifier of the base learner, giving the benefits of fast classification and interpretable output (if the base learner itself is interpretable). This implementation uses all bagging iterations when reclassifying training data (the MetaCost paper reports a marginal improvement when only those iterations containing each training instance are used in reclassifying that instance).

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Download nz.ac.waikato.cms.weka : metaCost Javadoc & API Documentation - Latest Versions:

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Download nz.ac.waikato.cms.weka : metaCost Javadoc & API Documentation - All Versions:

Version Size Javadoc Updated
1.0.x

How to open Javadoc JAR file in web browser

  1. Rename the file metaCost-1.0.3-javadoc.jar to metaCost-1.0.3-javadoc.zip
  2. Use your favourite unzip tool (WinRAR / WinZIP) to extract it, now you have a folder metaCost-1.0.3-javadoc
  3. Double click index.html will open the index page on your default web browser.

How to generate Javadoc from a source JAR?

Running the command javadoc:

javadoc --ignore-source-errors -encoding UTF-8 -sourcepath "metaCost-1.0.3-sources.jar" -d "metaCost-1.0.3-javadoc" -subpackages