Run
545922

Run 545922

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-04-2016 by Pieter Gijsbers
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  • 04-02-16_14.28.18 NumPy_1.10.4. Python_2.7.11. run_task SciPy_0.17.0. sklearn.svm.classes.SVC Sklearn_0.17.
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Flow

sklearn.svm.classes.SVC(1)Flow generated by run_task
sklearn.svm.classes.SVC(1)_kernelrbf
sklearn.svm.classes.SVC(1)_C3.0517578125e-05
sklearn.svm.classes.SVC(1)_verboseFalse
sklearn.svm.classes.SVC(1)_probabilityTrue
sklearn.svm.classes.SVC(1)_degree3
sklearn.svm.classes.SVC(1)_shrinkingTrue
sklearn.svm.classes.SVC(1)_max_iter-1
sklearn.svm.classes.SVC(1)_decision_function_shapeNone
sklearn.svm.classes.SVC(1)_random_stateNone
sklearn.svm.classes.SVC(1)_tol0.001
sklearn.svm.classes.SVC(1)_cache_size200
sklearn.svm.classes.SVC(1)_coef00.0
sklearn.svm.classes.SVC(1)_gamma3.0517578125e-05
sklearn.svm.classes.SVC(1)_class_weightNone

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1197.5999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.484
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9732
Cross-validation details (10-fold Crossvalidation)