Run
9204269

Run 9204269

Task 3573 (Supervised Classification) mnist_784 Uploaded 21-07-2018 by Irfan Nur Afif
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Flow

sklearn.naive_bayes.GaussianNB(8)Automatically created scikit-learn flow.
sklearn.naive_bayes.GaussianNB(8)_priorsnull

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
0.9301 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5162 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5077 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37394.4257 ± 55.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0886 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
70000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6833 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5572 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10-fold Crossvalidation)
Recall
0.5572 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4922 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2972 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9909 ± 0.0086
Cross-validation details (10-fold Crossvalidation)