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data-dumper

Contains meta-filter/-classifier/-cluster to get access to the data that is being used.

License

License
Categories

Categories

Data
GroupId

GroupId

com.github.fracpete
ArtifactId

ArtifactId

data-dumper-weka-package
Last Version

Last Version

2019.9.13
Release Date

Release Date
Type

Type

jar
Description

Description

data-dumper
Contains meta-filter/-classifier/-cluster to get access to the data that is being used.
Project URL

Project URL

https://github.com/fracpete/data-dumper-weka-package
Project Organization

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

Source Code Management

https://github.com/fracpete/data-dumper-weka-package

Download data-dumper-weka-package

Filename Size
data-dumper-weka-package-2019.9.13.pom
data-dumper-weka-package-2019.9.13.jar 15 KB
data-dumper-weka-package-2019.9.13-tests.jar 3 KB
data-dumper-weka-package-2019.9.13-sources.jar 12 KB
data-dumper-weka-package-2019.9.13-javadoc.jar 84 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/com.github.fracpete/data-dumper-weka-package/ -->
<dependency>
    <groupId>com.github.fracpete</groupId>
    <artifactId>data-dumper-weka-package</artifactId>
    <version>2019.9.13</version>
</dependency>
// https://jarcasting.com/artifacts/com.github.fracpete/data-dumper-weka-package/
implementation 'com.github.fracpete:data-dumper-weka-package:2019.9.13'
// https://jarcasting.com/artifacts/com.github.fracpete/data-dumper-weka-package/
implementation ("com.github.fracpete:data-dumper-weka-package:2019.9.13")
'com.github.fracpete:data-dumper-weka-package:jar:2019.9.13'
<dependency org="com.github.fracpete" name="data-dumper-weka-package" rev="2019.9.13">
  <artifact name="data-dumper-weka-package" type="jar" />
</dependency>
@Grapes(
@Grab(group='com.github.fracpete', module='data-dumper-weka-package', version='2019.9.13')
)
libraryDependencies += "com.github.fracpete" % "data-dumper-weka-package" % "2019.9.13"
[com.github.fracpete/data-dumper-weka-package "2019.9.13"]

Dependencies

compile (1)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev jar [3.7.12,)

test (2)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.12,)
junit : junit jar 3.8.2

Project Modules

There are no modules declared in this project.

data-dumper-weka-package

Weka package that allows listening in on data as it passes through filter pipelines (aka weka.filters.MultiFilter), classifiers or clusterers.

Available schemes

  • Dumper schemes

    • weka.core.dump.Null -- dummy, does nothing
    • weka.core.dump.InMemory -- not for GUI use, but API use, as it notifies registered listeners whenever the data changes.
    • weka.core.dump.SaveToDisk -- stores the data in the specified file on disk (auto-detects file format based on extension); allows appending a timestamp to output separate files during cross-validation.

  • Integration

    • weka.classifiers.meta.Dumper
    • weka.clusterers.Dumper
    • weka.filters.Dumper

Example usage:

When used in conjunction with the weka.filters.MultiFilter, it is possible to output the data at any given stage in the filter pipeline by inserting weka.filters.Dumper instances where required. Here is an example layout:

- weka.filters.MultiFilter
  |
  + weka.filters.Dumper -dumper "weka.core.dump.SaveToDisk -output-file ./1-initial.arff"
  |
  + weka.filters.unsupervised.attribute.AddNoise"
  |
  + weka.filters.Dumper -dumper "weka.core.dump.SaveToDisk -output-file ./2-with_noise.arff"
  |
  + weka.filters.unsupervised.attribute.Normalize"
  |
  + weka.filters.Dumper -dumper "weka.core.dump.SaveToDisk -output-file ./3-normalized.arff"

Releases

How to use packages

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

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

Maven

Use the following dependency in your pom.xml:

    <dependency>
      <groupId>com.github.fracpete</groupId>
      <artifactId>data-dumper-weka-package</artifactId>
      <version>2019.9.13</version>
      <type>jar</type>
      <exclusions>
        <exclusion>
          <groupId>nz.ac.waikato.cms.weka</groupId>
          <artifactId>weka-dev</artifactId>
        </exclusion>
      </exclusions>
    </dependency>

Versions

Version
2019.9.13