Run
8866561

Run 8866561

Task 146235 (Supervised Classification) analcatdata_happiness Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.5796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.6295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3955
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.4833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0118
Cross-validation details (10-fold Crossvalidation)