Run
8866920

Run 8866920

Task 145916 (Supervised Classification) autoUniv-au7-1100 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
0.6586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.5443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2926
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9761
Cross-validation details (10-fold Crossvalidation)