Run
8864121

Run 8864121

Task 9984 (Supervised Classification) fertility Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.5246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-32.3914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2145
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
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0797
Cross-validation details (10-fold Crossvalidation)