Run
8860711

Run 8860711

Task 3652 (Supervised Classification) witmer_census_1980 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7115
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.9948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
50
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.66
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9831
Cross-validation details (10-fold Crossvalidation)