Run
8867311

Run 8867311

Task 145960 (Supervised Classification) mfeat-factors Uploaded 28-02-2018 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
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1323.0369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0723
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7913
Cross-validation details (10-fold Crossvalidation)