Run
5905415

Run 5905415

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-07-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.0256066193233425
mlr.classif.svm(6)_kernellinear
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

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.

21 Evaluation measures

Area under ROC curve
0.6181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
793.6606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4731
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
0.5929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.9535
UserCPU time millis
584.62
UserCPU time millis testing
5.641
UserCPU time millis training
578.979