Run
9204286

Run 9204286

Task 168294 (Supervised Classification) EMNIST_Balanced Uploaded 21-07-2018 by Irfan Nur Afif
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8763 ± 0.0016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2434 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2634 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36415.2341 ± 41.3817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0307 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0416
Cross-validation details (10-fold Crossvalidation)
Number of instances
131600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4231 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.279 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.5546
Cross-validation details (10-fold Crossvalidation)
Recall
0.279 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7367 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1443
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2109 ± 0.0027
Cross-validation details (10-fold Crossvalidation)