OpenML
2395511

Run 2395511

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 10-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.0652793939218455
mlr.classif.svm(7)_gamma247.678270237462
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
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
513.156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4805
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
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5791
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5791
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1810.9157
UserCPU time millis
1834.971
UserCPU time millis testing
9.868
UserCPU time millis training
1825.103