Run
8858875

Run 8858875

Task 36 (Supervised Classification) segment 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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1908.6333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5459
Cross-validation details (10-fold Crossvalidation)