User Tools

Site Tools


measure
<?xml version="1.0" ?>
<frame ID="5" name="measure">
	<definition>This frame represents information about specific measure (and its value) used to estimate performance of specific ML algorithm on some dataset. ML algorithm solves ML task.</definition>
	<fes>
		<fe ID="1" coretype="True" name="ML Algorithm / Method">
			<definition>The ML Algorithm or method that solves a problem.</definition>
			<semtypes>
				<semtype>dmop:DM-Algorithm</semtype>
			</semtypes>
		</fe>
		<fe ID="2" coretype="True" name="Measure">
			<definition>A measure that estimate performance of algorithm</definition>
			<semtypes/>
		</fe>
		<fe ID="3" coretype="False" name="ML Task">
			<definition>This FE identifies the particular ML Algorithm/ Model applied during the ML Experiment.</definition>
			<semtypes>
				<semtype>dmop:DM-Task</semtype>
			</semtypes>
		</fe>
		<fe ID="4" coretype="False" name="Dataset">
			<definition>A dataset that generates specific value of measure when we used ML algorithm on it.</definition>
			<semtypes/>
		</fe>
		<fe ID="5" coretype="False" name="Measure value">
			<definition>The value of core frame element - measure.</definition>
			<semtypes/>
		</fe>
		<fe ID="6" coretype="False" name="measure method">
			<definition/>
			<semtypes/>
		</fe>
	</fes>
	<lexunits>
		<lexunit ID="1" name="result" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="2" name="measure" pos="V">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="3" name="estimate" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="4" name="performance" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="5" name="better" pos="V">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="6" name="worse" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="7" name="precision" pos="V">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="8" name="accuracy" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="9" name="lift" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="10" name="ROC" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="11" name="confusion matrix" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="12" name="cost function" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="13" name="recall" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
	</lexunits>
</frame>
measure.txt · Last modified: 2016/03/11 11:46 by pj