Run
8876314

Run 8876314

Task 3856 (Supervised Classification) kdd_ipums_la_97-small Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2130.8577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3145
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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9504
Cross-validation details (10-fold Crossvalidation)
Recall
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1519
Cross-validation details (10-fold Crossvalidation)