Run
8868499

Run 8868499

Task 9889 (Supervised Classification) wilt Uploaded 01-03-2018 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
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13161.1823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1732
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2201
Cross-validation details (10-fold Crossvalidation)
Total cost