Run
8602326

Run 8602326

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 01-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1883
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size17
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.215449727931991
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7633.2801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2668
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
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6389
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.4238
UserCPU time millis
185.98
UserCPU time millis testing
13.45
UserCPU time millis training
172.53