Run
8861456

Run 8861456

Task 3732 (Supervised Classification) fri_c4_100_25 Uploaded 27-02-2018 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
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.1534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8467
Cross-validation details (10-fold Crossvalidation)