Run
8876891

Run 8876891

Task 146073 (Supervised Classification) biomed 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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.0453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6614
Cross-validation details (10-fold Crossvalidation)