Run
8860388

Run 8860388

Task 3601 (Supervised Classification) cpu_small 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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5970.9092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6745
Cross-validation details (10-fold Crossvalidation)