OpenML
2152880

Run 2152880

Task 9952 (Supervised Classification) phoneme 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
0.8503 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7736 ± 0.0179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4413 ± 0.0463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1747.9405 ± 14.9312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2763 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7717 ± 0.0183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7805 ± 0.0161
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7805 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6663 ± 0.0214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3743 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8221 ± 0.0229
Cross-validation details (10-fold Crossvalidation)