Run
8862774

Run 8862774

Task 3868 (Supervised Classification) glass Uploaded 27-02-2018 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
0.6747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.3845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.5981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1306
Cross-validation details (10-fold Crossvalidation)