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<?xml version="1.0"?>
<tool_dependency>
    <package name="perf" version="5.11">
        <install version="1.0">
            <actions>
                <action type="download_by_url">http://osmot.cs.cornell.edu/kddcup/perf/perf.src.tar.gz</action>
                <action type="shell_command">make</action>
                <action type="move_file">
                    <source>perf</source>
                    <destination>$INSTALL_DIR</destination>
                </action>
                <action type="set_environment">
                    <environment_variable action="prepend_to" name="PATH">$INSTALL_DIR</environment_variable>
                </action>
            </actions>
        </install>
        <readme>
            Perf calculates a variety of performance metrics suitable for boolean classification problems. Metrics include: accuracy, root-mean-squared-error, cross-entropy, 
            precision, recall, precision/recall break-even point and F-score, area under the ROC curve, lift, weighted cost, top 1, top 10, rank of lowest positive case, 
            q-score, several measures of probability calibration, etc.

            PERF requires a C compiler.
            http://osmot.cs.cornell.edu/kddcup/software.html
        </readme>
    </package>
</tool_dependency>