Run
8875859

Run 8875859

Task 3575 (Supervised Classification) sleuth_ex2016 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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.3452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4855
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7011
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9794
Cross-validation details (10-fold Crossvalidation)
Recall
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9068
Cross-validation details (10-fold Crossvalidation)