OpenML
8876779

Run 8876779

Task 3568 (Supervised Classification) analcatdata_cyyoung9302 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
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.4537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Number of instances
92
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7467
Cross-validation details (10-fold Crossvalidation)
Recall
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4049
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8529
Cross-validation details (10-fold Crossvalidation)