Run
2148431

Run 2148431

Task 145682 (Supervised Classification) spectrometer 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.

15 Evaluation measures

Area under ROC curve
0.7792 ± 0.0323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.391 ± 0.0384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.6218 ± 1.7798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0242 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.42 ± 0.0384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.42 ± 0.0384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6115 ± 0.0379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1524 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0836 ± 0.04
Cross-validation details (10-fold Crossvalidation)