OpenML
2395501

Run 2395501

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)_cost0.00874447962634156
mlr.classif.svm(7)_gamma0.00470215114267562
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
0.6121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
818.9811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4714
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
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9781
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2123.6274
UserCPU time millis
445.69
UserCPU time millis testing
4.455
UserCPU time millis training
441.235