Run
8865864

Run 8865864

Task 145975 (Supervised Classification) segment 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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1836.2148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6341
Cross-validation details (10-fold Crossvalidation)