OpenML
2147188

Run 2147188

Task 9952 (Supervised Classification) phoneme Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

decisionStump(1)A flow using decisionStump 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
0.7316 ± 0.0245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7605 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4483 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1121.7106 ± 12.7584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3274 ± 0.0069
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
0.7772 ± 0.0195
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7531 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7531 ± 0.0187
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7895 ± 0.0163
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
0.4055 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8905 ± 0.023
Cross-validation details (10-fold Crossvalidation)