Run
8867670

Run 8867670

Task 3856 (Supervised Classification) kdd_ipums_la_97-small Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3359.0333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2354
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
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9504
Cross-validation details (10-fold Crossvalidation)
Recall
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9844
Cross-validation details (10-fold Crossvalidation)