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error
<?xml version="1.0" ?>
<frame ID="3" name="error">
	<definition>This frame describes type of error that coud be used for specific ML algorithm, that solves ML Task. The error value can be given for specific data.</definition>
	<fes>
		<fe ID="1" coretype="True" name="Error type">
			<definition>Type of used error, e.g. mean squared error</definition>
			<semtypes/>
		</fe>
		<fe ID="2" coretype="True" name="ML Task">
			<definition>Machine learning problem</definition>
			<semtypes/>
		</fe>
		<fe ID="3" coretype="False" name="Error value">
			<definition>	The value of mentioned error</definition>
			<semtypes/>
		</fe>
		<fe ID="4" coretype="False" name="ML Algorithm">
			<definition>An algorithm that solves ML Task</definition>
			<semtypes/>
		</fe>
		<fe ID="5" coretype="False" name="Dataset">
			<definition>Type of data for which error is calculated.</definition>
			<semtypes/>
		</fe>
	</fes>
	<lexunits>
		<lexunit ID="1" name="error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="2" name="measure" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="3" name="minimize" pos="V">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="4" name="maximize" pos="V">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="5" name="validation set error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="6" name="prediction error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="7" name="expected error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="8" name="error rate" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="9" name="error loss" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="10" name="generalization error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="11" name="training error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
		<lexunit ID="12" name="approximation error" pos="N">
			<definition/>
			<semtypes/>
			<annotation>
				<annotated>0</annotated>
				<total>0</total>
			</annotation>
			<lexeme/>
		</lexunit>
	</lexunits>
</frame>
error.txt · Last modified: 2016/03/11 11:45 by pj