Run
8266104

Run 8266104

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees422
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size147
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.528480407199822
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6289.5126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3095
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
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1726.2521
UserCPU time millis
27.396
UserCPU time millis testing
1.682
UserCPU time millis training
25.714