Run
8868456

Run 8868456

Task 3885 (Supervised Classification) mfeat-pixel 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
0.9504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-83.2896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1328
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1367
Cross-validation details (10-fold Crossvalidation)