Run
8869263

Run 8869263

Task 3481 (Supervised Classification) isolet Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3892.7815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0482
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.4
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9483
Cross-validation details (10-fold Crossvalidation)