Run
6321506

Run 6321506

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-08-2017 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)_cost18.7168376978272
mlr.classif.svm(6)_gamma0.00132349731275982
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
0.6319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1117.145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4633
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
0.6028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9672
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.8359
UserCPU time millis
1152.51
UserCPU time millis testing
10.454
UserCPU time millis training
1142.056