Run
8871646

Run 8871646

Task 146804 (Supervised Classification) credit-g Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.7096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.3629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3297
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9511
Cross-validation details (10-fold Crossvalidation)