Run
6379886

Run 6379886

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 29-08-2017 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.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees539
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.631427937513217
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9747.9329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1928
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
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.208
UserCPU time millis
631.982
UserCPU time millis testing
17.861
UserCPU time millis training
614.121