Run
45694

Run 45694

Task 1919 (Supervised Classification) sonar Uploaded 30-10-2014 by Nenad Tomašev
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

NWKNN(1)HubMiner implementation of NWKNN
NWKNN(1)_mValue2.0
NWKNN(1)_weightExponent0.25
NWKNN(1)_k4
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
0.9002
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8256
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6492
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1270.5667
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1986
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
0.828
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8264
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8264
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.399
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
0.3521
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7057
Cross-validation details (10 times 10-fold Crossvalidation)