Run
8861681

Run 8861681

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.9536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.475
Cross-validation details (10-fold Crossvalidation)
Number of instances
93
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10-fold Crossvalidation)
Recall
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4871
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7867
Cross-validation details (10-fold Crossvalidation)