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For Workflow: Evaluating semantic kernel with k-NN classifier
Evaluating semantic kernel with k-NN class... (1)
This workflow uses k-NN classifier to evaluate quality of EL++ Convolution Kernel [1]. As a dataset one of the examples from DL-Learner project [2] is used. After preparing knowledge base with "Build Knowledge Base", the item to item distance matrix is computed with "Calculate Gram/Distance Matrix". Such a matrix is then used as an input to 10-fold cross-validation with k-NN as an classifier and average result is delivered.
[1] L. Józefowski, A. Lawrynowicz, J...
Created: 2012-05-30 | Last updated: 2012-06-07