Run
2148436

Run 2148436

Task 2073 (Supervised Classification) yeast 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
0.813 ± 0.0248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5664
Per class
Kappa
0.4525 ± 0.0656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
673.9349 ± 5.9968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1052 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5825
Per class
Predictive accuracy
0.5768 ± 0.0513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5768 ± 0.0513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6763 ± 0.0344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2409 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8642 ± 0.0354
Cross-validation details (10-fold Crossvalidation)