Run
8876155

Run 8876155

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8879
Cross-validation details (10-fold Crossvalidation)