Run
8868428

Run 8868428

Task 3870 (Supervised Classification) bridges Uploaded 01-03-2018 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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.0719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1929
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4845
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7175
Cross-validation details (10-fold Crossvalidation)