Run
8876744

Run 8876744

Task 145889 (Supervised Classification) vertebra-column 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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.5346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2402
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9313
Cross-validation details (10-fold Crossvalidation)