Run
45680

Run 45680

Task 1919 (Supervised Classification) sonar Uploaded 30-10-2014 by Nenad Tomašev
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Flow

NHBNN(1)HubMiner implementation of NHBNN
NHBNN(1)_localEstimateMethod0
NHBNN(1)_k3
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
0.8927
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8139
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6258
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1240.4534
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2041
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
0.8147
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4101
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
0.3869
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7756
Cross-validation details (10 times 10-fold Crossvalidation)