Run
2152883

Run 2152883

Task 125923 (Supervised Classification) Australian Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST 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
0.9322 ± 0.0236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8669 ± 0.0325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7311 ± 0.0656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
431.6527 ± 2.5641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1963 ± 0.0164
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
0.8676 ± 0.0331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667 ± 0.0326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667 ± 0.0326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3975 ± 0.0329
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
0.3157 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6352 ± 0.0593
Cross-validation details (10-fold Crossvalidation)