Run
2148415

Run 2148415

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

naivebayes(1)A flow using naivebayes 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
0.8175 ± 0.0148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7676 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4654 ± 0.0253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1554.5872 ± 17.6137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.278 ± 0.0115
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
0.7849 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6703 ± 0.028
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
0.4285 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9409 ± 0.025
Cross-validation details (10-fold Crossvalidation)