Run
6342295

Run 6342295

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)_cost0.00802870511238153
mlr.classif.svm(6)_gamma187.234603183229
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
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1068.1502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4644
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
0.6943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.9665
UserCPU time millis
1856.599
UserCPU time millis testing
13.51
UserCPU time millis training
1843.089