Run
8866924

Run 8866924

Task 145918 (Supervised Classification) autoUniv-au7-500 Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.6386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.3834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2822
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9836
Cross-validation details (10-fold Crossvalidation)