Run
8585771

Run 8585771

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-11-2017 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.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1434
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size93
mlr.classif.ranger(16)_sample.fraction0.869037730270065
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7906.3366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2558
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
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.7275
UserCPU time millis
273.691
UserCPU time millis testing
10.511
UserCPU time millis training
263.18