Run
2148483

Run 2148483

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

randomforest(1)A flow using randomforest 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
0.9643 ± 0.0099
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9149 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7941 ± 0.0375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3544.0299 ± 15.1423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487 ± 0.0102
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
0.9147 ± 0.0154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9152 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9152 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3586 ± 0.0247
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
0.2567 ± 0.0158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5638 ± 0.0346
Cross-validation details (10-fold Crossvalidation)