Run
2148429

Run 2148429

Task 6 (Supervised Classification) letter 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
0.9556 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6379 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6267 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13745.3719 ± 14.8136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0323 ± 0.0006
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
0.6562 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6411 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.6411 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4365 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1391 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7233 ± 0.0092
Cross-validation details (10-fold Crossvalidation)