Run
8881340

Run 8881340

Task 145907 (Supervised Classification) volcanoes-e1 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
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1839.5393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0649
Cross-validation details (10-fold Crossvalidation)
Number of instances
1183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5841
Cross-validation details (10-fold Crossvalidation)
Recall
0.9003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0758
Cross-validation details (10-fold Crossvalidation)