Run
8863993

Run 8863993

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.6215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
390.7514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9793
Cross-validation details (10-fold Crossvalidation)