Performance evaluation of learning algorithms - Mohak Shah
Performance evaluation of learning algorithms - Mohak Shah
Performance evaluation of learning algorithms - Mohak Shah
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Other Measures II:<br />
VisualizaNon-‐Based Measure [Japkowicz, Sanghi, Tischer, ECML’08, ISAIM’08]<br />
Classifier <strong>evaluation</strong> can be viewed as a problem <strong>of</strong><br />
analyzing high-‐dimensional data.<br />
The performance measures currently used are but one<br />
class <strong>of</strong> projections that can be applied to these data.<br />
Why not apply other (standard or not) projections to<br />
the data with various kinds (standard or not) distance<br />
measures?<br />
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