Run
2275733

Run 2275733

Task 21 (Supervised Classification) car Uploaded 19-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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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
0.9741 ± 0.0076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8449 ± 0.0337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6648 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1002.0086 ± 5.1193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8496 ± 0.036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8536 ± 0.0301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8536 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4979 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2268 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6708 ± 0.021
Cross-validation details (10-fold Crossvalidation)