Run
8876372

Run 8876372

Task 3887 (Supervised Classification) analcatdata_germangss Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.118
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1964
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7175
Cross-validation details (10-fold Crossvalidation)