Run
8858794

Run 8858794

Task 39 (Supervised Classification) sonar Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.kf

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
0.7211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.2527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0494
Cross-validation details (10-fold Crossvalidation)