Run
2152866

Run 2152866

Task 9952 (Supervised Classification) phoneme Uploaded 15-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

smo(1)A flow using smo 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
0.7159 ± 0.0218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7712 ± 0.0151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4421 ± 0.0393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2230.0588 ± 19.2787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2259 ± 0.0138
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
0.7693 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5448 ± 0.0331
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
0.4753 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0439 ± 0.0316
Cross-validation details (10-fold Crossvalidation)