Run
46103

Run 46103

Task 1917 (Supervised Classification) diabetes 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)_k14
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
0.787
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7267
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3961
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2059.8288
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3334
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
7680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7257
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.728
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.728
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7336
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4198
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8807
Cross-validation details (10 times 10-fold Crossvalidation)