Run
8881244

Run 8881244

Task 145842 (Supervised Classification) fertility Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.4725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-44.1732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.79
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.268
Cross-validation details (10-fold Crossvalidation)