Run
8859999

Run 8859999

Task 3575 (Supervised Classification) sleuth_ex2016 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
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.0567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4855
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9794
Cross-validation details (10-fold Crossvalidation)
Recall
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.021
Cross-validation details (10-fold Crossvalidation)
Total cost