Run
45178

Run 45178

Task 1939 (Supervised Classification) iris 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)_k13
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
0.9966
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9713
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.957
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1403.3451
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0359
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9716
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9713
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9713
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0807
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1268
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.269
Cross-validation details (10 times 10-fold Crossvalidation)