Run
5911090

Run 5911090

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)_cost19.4147604084819
mlr.classif.svm(6)_gamma0.544736711516147
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8621.4179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2216
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
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.664
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.013
UserCPU time millis
898.468
UserCPU time millis testing
6.003
UserCPU time millis training
892.465