Run
8881332

Run 8881332

Task 145901 (Supervised Classification) volcanoes-b6 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7116
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-32850.4737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0461
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Number of instances
10130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0077
Cross-validation details (10-fold Crossvalidation)