Run
1853124

Run 1853124

Task 145677 (Supervised Classification) Bioresponse Uploaded 20-03-2017 by Joost Visser
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  • Mon_Mar_20_12.41.14_2017 NumPy_1.12.0. Python_3.6.0. run_task SciPy_0.19.0. Sklearn_0.18.1. voter2.Voter
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Flow

voter2.Voter(1)Automatically created scikit-learn flow.

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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1874.2932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2621
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
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7361
Cross-validation details (10-fold Crossvalidation)