OpenML
2395573

Run 2395573

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 10-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.144126642190646
mlr.classif.svm(7)_gamma311.065175677849
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.1416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4877
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
0.6803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9899
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.1586
UserCPU time millis
2130.185
UserCPU time millis testing
10.71
UserCPU time millis training
2119.475