OpenML
2147265

Run 2147265

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

j48(1)A flow using j48 for the POC.

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
0.8571 ± 0.0579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8476 ± 0.0382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.691 ± 0.0772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
441.5676 ± 4.8122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1858 ± 0.0337
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
0.8476 ± 0.0388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478 ± 0.0382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478 ± 0.0382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3762 ± 0.0681
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
0.362 ± 0.0485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7284 ± 0.0972
Cross-validation details (10-fold Crossvalidation)