Run
10452585

Run 10452585

Task 9986 (Supervised Classification) gas-drift Uploaded 23-04-2020 by Delong Kong
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  • openml-python Sklearn_0.22.2.post1.
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Flow

sklearn.naive_bayes.GaussianNB(19)Gaussian Naive Bayes (GaussianNB) Can perform online updates to model parameters via :meth:`partial_fit`. For details on algorithm used to update feature means and variance online, see Stanford CS tech report STAN-CS-79-773 by Chan, Golub, and LeVeque: http://i.stanford.edu/pub/cstr/reports/cs/tr/79/773/CS-TR-79-773.pdf
sklearn.naive_bayes.GaussianNB(19)_priorsnull
sklearn.naive_bayes.GaussianNB(19)_var_smoothing1e-09

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.

18 Evaluation measures

0.8363 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
0.5801 ± 0.0143
Per class
Cross-validation details (10-fold Crossvalidation)
0.47 ± 0.0171
Cross-validation details (10-fold Crossvalidation)
0.5081 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
0.1485 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
0.2748 ± 0
Cross-validation details (10-fold Crossvalidation)
0.5546 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
13910
Per class
Cross-validation details (10-fold Crossvalidation)
0.6911 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
0.5546 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
2.5457 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.5406 ± 0.0177
Cross-validation details (10-fold Crossvalidation)
0.3707 ± 0
Cross-validation details (10-fold Crossvalidation)
0.3823 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
1.0314 ± 0.0173
Cross-validation details (10-fold Crossvalidation)
0.5578 ± 0.015
Cross-validation details (10-fold Crossvalidation)