Run
8877406

Run 8877406

Task 3694 (Supervised Classification) fri_c1_100_5 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.1023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3737
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.73
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8892
Cross-validation details (10-fold Crossvalidation)