Run
1847806

Run 1847806

Task 145677 (Supervised Classification) Bioresponse Uploaded 26-02-2017 by Niels Hellinga
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  • NumPy_1.11.3. Python_3.5.2. run_task SciPy_0.18.1. sklearn.naive_bayes.GaussianNB Sklearn_0.18.1. Sun_Feb_26_09.37.02_2017
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Flow

sklearn.naive_bayes.GaussianNB(1)Automatically created sub-component.
sklearn.naive_bayes.GaussianNB(1)_priorsNone

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
0.6433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
823.1983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3862
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2459
Cross-validation details (10-fold Crossvalidation)