Run
8875796

Run 8875796

Task 3496 (Supervised Classification) SPECTF Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2906
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1585
Cross-validation details (10-fold Crossvalidation)