Run
595651

Run 595651

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-06-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.svm.preproc.preproc(2)Learner mlr.classif.svm.preproc.preproc from package(s) e1071.
mlr.classif.svm.preproc.preproc(2)_openml.seed1
mlr.classif.svm.preproc.preproc(2)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc(2)_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.

20 Evaluation measures

Area under ROC curve
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2935.7857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4075
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
0.6611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9064
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
736.939
UserCPU time millis testing
8.946
UserCPU time millis training
727.993