OpenML
2395460

Run 2395460

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)_cost0.187031612027358
mlr.classif.svm(7)_gamma0.776637241619808
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
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5656.4506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3214
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
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7605
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8047
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1722.7946
UserCPU time millis
531.813
UserCPU time millis testing
4.386
UserCPU time millis training
527.427