Run
2146857

Run 2146857

Task 125923 (Supervised Classification) Australian Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • avalancheboiteuse modelage_test poc set1 train
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Flow

J48Bagging(1)Just a 48Bagging workflow done with the 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
0.9219 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.864 ± 0.0379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7256 ± 0.075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
452.1872 ± 3.0082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1779 ± 0.0204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8653 ± 0.0355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638 ± 0.0382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638 ± 0.0382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3602 ± 0.0411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3177 ± 0.0243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6392 ± 0.0484
Cross-validation details (10-fold Crossvalidation)