Run
8443703

Run 8443703

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1958
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size87
mlr.classif.ranger(13)_sample.fraction0.213271876052022
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5164.902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3472
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
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.598
UserCPU time millis
438.216
UserCPU time millis testing
40.61
UserCPU time millis training
397.606