OpenML
2395485

Run 2395485

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)_cost0.00157353998272297
mlr.classif.svm(7)_gamma56.5666254774891
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
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5341.0553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3322
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
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8131
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.0111
UserCPU time millis
879.894
UserCPU time millis testing
6.911
UserCPU time millis training
872.983