Run
2152871

Run 2152871

Task 6 (Supervised Classification) letter 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
0.9801 ± 0.0012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8237 ± 0.0061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8154 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4102.45 ± 0.8514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8291 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8226 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8226 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9618 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1861 ± 0
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9679 ± 0.0001
Cross-validation details (10-fold Crossvalidation)