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A script to demonstrate Support Vector Machine (SVM) classification on outcomes of the battles of Robocode.
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robocode-svm/README.md

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Description

robocode-svm is a script to demonstrate Support Vector Machine (SVM) classification on outcomes of the battles of Robocode.

Installation

The script runs under Linux and requires robocode, svm-scale, svm-train and svm-predict executables located in the PATH. On Arch Linux (or it's derivative, like i.e. Manjaro), this can be achieved by installing libsvm and robocode from AUR (if enabled) by following command (or equivalent)

yaourt -S robocode libsvm

Usage

Generate the data required for SVM classification and show the accuracy of the generated SVM model. If coordinates are supported, one visual battle is shown to support the prediction.

USAGE: robocode-svm ACTION USAGE: robocode-svm --battle x y [alpha]

 --battle		Shows visual run of the specified battle

-g,--generate Just generate the battle data -a,--accuracy Show the accuracy of the SVM model, -c,--clean Delete all the battle data! -h,--help Show this help