OpenML
8879388

Run 8879388

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5617.9407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0966
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.466
Cross-validation details (10-fold Crossvalidation)
Number of instances
7019
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9504
Cross-validation details (10-fold Crossvalidation)
Recall
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.509
Cross-validation details (10-fold Crossvalidation)