Run
45588

Run 45588

Task 1898 (Supervised Classification) mfeat-morphological Uploaded 30-10-2014 by Nenad Tomašev
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Flow

KNN(1)HubMiner implementation of KNN
KNN(1)_k14
KNN(1)_cmetfloats:distances.primary.MinkowskiMetric:{"p":2.0} "combineBy":SUM

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8871
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4677
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.422
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
10522.8994
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1182
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.4656
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4798
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4798
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6569
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2514
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8381
Cross-validation details (10 times 10-fold Crossvalidation)