Run
8866868

Run 8866868

Task 3018 (Supervised Classification) flags Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.2565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8646
Cross-validation details (10-fold Crossvalidation)