Run
8862303

Run 8862303

Task 3815 (Supervised Classification) prnn_fglass 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
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.8159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1801
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.4907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0409
Cross-validation details (10-fold Crossvalidation)