Run
8875904

Run 8875904

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.6675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.6576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9592
Cross-validation details (10-fold Crossvalidation)