Run
8868673

Run 8868673

Task 9981 (Supervised Classification) cnae-9 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
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
576.0159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.5361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7731
Cross-validation details (10-fold Crossvalidation)