Run
8885390

Run 8885390

Task 167132 (Supervised Classification) Speech Uploaded 14-03-2018 by Emma van Zoelen
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Flow

sklearn.naive_bayes.BernoulliNB(4)Automatically created scikit-learn flow.
sklearn.naive_bayes.BernoulliNB(4)_alpha1.0
sklearn.naive_bayes.BernoulliNB(4)_binarize0.0
sklearn.naive_bayes.BernoulliNB(4)_class_priornull
sklearn.naive_bayes.BernoulliNB(4)_fit_priortrue

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
0.8314 ± 0.0608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9733 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1592 ± 0.1389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4981.4515 ± 152.2188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.032 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
3686
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9726 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.974 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.974 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9749 ± 0.2
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1494 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1715 ± 0.1463
Cross-validation details (10-fold Crossvalidation)