Run
6373305

Run 6373305

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.trees676
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.689815276511945
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9253.6819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2122
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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.4556
UserCPU time millis
526.721
UserCPU time millis testing
27.758
UserCPU time millis training
498.963