Run
7098489

Run 7098489

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.00797105580568314
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00731925240289531
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.6124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
784.3014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4727
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
0.5778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9745
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.787
UserCPU time millis
1.354
UserCPU time millis testing
0.061
UserCPU time millis training
1.293