Run
8875926

Run 8875926

Task 3624 (Supervised Classification) analcatdata_election2000 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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.7561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3961
Cross-validation details (10-fold Crossvalidation)
Number of instances
67
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8491
Cross-validation details (10-fold Crossvalidation)
Recall
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6005
Cross-validation details (10-fold Crossvalidation)