Run
45817

Run 45817

Task 1919 (Supervised Classification) sonar Uploaded 30-10-2014 by Nenad Tomašev
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Flow

NWKNN(1)HubMiner implementation of NWKNN
NWKNN(1)_mValue2.0
NWKNN(1)_weightExponent0.25
NWKNN(1)_k16
NWKNN(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
0.8974
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7823
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5642
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
834.7522
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3152
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2080
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7956
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7861
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7861
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6332
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7527
Cross-validation details (10 times 10-fold Crossvalidation)