Run
476806

Run 476806

Task 1917 (Supervised Classification) diabetes Uploaded 13-11-2015 by Nenad Tomašev
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

HubMiner.HwKNN(1)HubMiner implementation of HwKNN
HubMiner.HwKNN(1)_k19
HubMiner.HwKNN(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
0.7965
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7387
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4124
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2773.7781
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2862
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
0.7428
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7499
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7499
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6297
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
0.4278
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8975
Cross-validation details (10 times 10-fold Crossvalidation)