Run
1853198

Run 1853198

Task 145677 (Supervised Classification) Bioresponse Uploaded 20-03-2017 by Joost Visser
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  • Mon_Mar_20_16.26.57_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
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1891.2844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2594
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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7359
Cross-validation details (10-fold Crossvalidation)