Run
10432740

Run 10432740

Task 6 (Supervised Classification) letter Uploaded 13-12-2019 by Evan Peterson
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Flow

sklearn.naive_bayes.GaussianNB(16)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(16)_priorsnull
sklearn.naive_bayes.GaussianNB(16)_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

0.9567 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
0.6392 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
0.6277 ± 0.0096
Cross-validation details (10-fold Crossvalidation)
0.6887 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
0.0318 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
0.6421 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.6557 ± 0.0093
Per class
Cross-validation details (10-fold Crossvalidation)
0.6421 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
4.6998 ± 0
Cross-validation details (10-fold Crossvalidation)
0.43 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
0.1394 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.7248 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
0.6409 ± 0.0092
Cross-validation details (10-fold Crossvalidation)