Naive Bayes / Gaussian Naive Bayes

Java implementation of Naive Bayes (as described by Prof Eamonn Keogh, UCR) and Gaussian Naive Bayes (as described by wikipedia ).

NDArray

These routines make use of the NDArray from Mike Anderson (GitHub).

Required libraries

The xilodyne util libraries are required (GitHub).

xilodyne-util-array-bin.jar
xilodyne-util-data-bin.jar
xilodyne-util-fileio-bin.jar
xilodyne-util-logger-bin.jar
xilodyne-util-metrics-bin.jar
xilodyne-util-weka_helper-bin.jar

Maven requirements (add to your pom.xml or download manually)

<dependency>
    <groupId>net.mikera</groupId>
    <artifactId>vectorz</artifactId>
    <version>0.62.0</version>
</dependency>
<dependency>
    <groupId>de.siegmar</groupId>
    <artifactId>fastcsv</artifactId>
    <version>1.0.1</version>
</dependency
<dependency>
    <groupId>junit</groupId>
    <artifactId>junit</artifactId>
    <version>4.12</version>
    <scope>test</scope>
</dependency>

If the example files are to be run, then also needed is:

<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>weka-stable</artifactId>
    <version>3.8.0</version>
</dependency>

License

NB & GNB are licensed under the MIT License (link). Other component and libraries licenses are found in the doc directory.

Authors

Austin Davis Holiday - Initial work

I can be reached at aholiday@xilodyne.com