Run
9190226

Run 9190226

Task 145893 (Supervised Classification) volcanoes-a2 Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.8441 ± 0.0463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8774 ± 0.0159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2167 ± 0.1194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
401.3496 ± 10.0843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0493 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8557 ± 0.023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6919 ± 0.0392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1649 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8783 ± 0.0329
Cross-validation details (10-fold Crossvalidation)