Run
10560604

Run 10560604

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 14-08-2021 by Sergey Redyuk
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Flow

sklearn.naive_bayes.GaussianNB(22)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(22)_priorsnull
sklearn.naive_bayes.GaussianNB(22)_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

0.8907 ± 0.0372
Per class
Cross-validation details (10-fold Crossvalidation)
0.7129 ± 0.0445
Per class
Cross-validation details (10-fold Crossvalidation)
0.4442 ± 0.0739
Cross-validation details (10-fold Crossvalidation)
0.3215 ± 0.098
Cross-validation details (10-fold Crossvalidation)
0.2892 ± 0.041
Cross-validation details (10-fold Crossvalidation)
0.4472 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
0.7071 ± 0.0439
Cross-validation details (10-fold Crossvalidation)
1055
Per class
Cross-validation details (10-fold Crossvalidation)
0.8065 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
0.7071 ± 0.0439
Cross-validation details (10-fold Crossvalidation)
0.9223 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
0.6466 ± 0.0922
Cross-validation details (10-fold Crossvalidation)
0.4728 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
0.5335 ± 0.0374
Cross-validation details (10-fold Crossvalidation)
1.1284 ± 0.0803
Cross-validation details (10-fold Crossvalidation)
0.7617 ± 0.0393
Cross-validation details (10-fold Crossvalidation)