Run
2148421

Run 2148421

Task 125923 (Supervised Classification) Australian 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
0.8205 ± 0.0368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7081 ± 0.0469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4185 ± 0.0855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.2993 ± 4.8742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2738 ± 0.0341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7502 ± 0.0367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7246 ± 0.0386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7246 ± 0.0386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5544 ± 0.069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4951 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963 ± 0.0627
Cross-validation details (10-fold Crossvalidation)