Run
8880033

Run 8880033

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.7034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9365
Cross-validation details (10-fold Crossvalidation)