OpenML
8878873

Run 8878873

Task 3804 (Supervised Classification) lowbwt Uploaded 09-03-2018 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
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.2909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8391
Cross-validation details (10-fold Crossvalidation)