Run
46089

Run 46089

Task 1917 (Supervised Classification) diabetes Uploaded 30-10-2014 by Nenad Tomašev
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Flow

NHBNN(1)HubMiner implementation of NHBNN
NHBNN(1)_localEstimateMethod0
NHBNN(1)_k13
NHBNN(1)_cmetfloats:distances.primary.MinkowskiMetric:{"p":2.0} "combineBy":SUM
NHBNN(1)_thetaValue2

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
0.7934
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7102
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3908
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2481.3586
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2953
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
0.732
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7038
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7038
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6498
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
0.5186
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0879
Cross-validation details (10 times 10-fold Crossvalidation)