Run
45385

Run 45385

Task 1902 (Supervised Classification) mfeat-zernike 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
0.9782
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8197
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8034
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
16986.7892
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.044
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
0.8194
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2445
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
0.1442
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4807
Cross-validation details (10 times 10-fold Crossvalidation)