Run
8876006

Run 8876006

Task 3682 (Supervised Classification) diggle_table_a1 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
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.1425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4455
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
48
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9988
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4777
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9562
Cross-validation details (10-fold Crossvalidation)