Run
8233345

Run 8233345

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees311
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size194
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.22024131056387
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
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4718.4394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3582
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
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.78
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.5279
UserCPU time millis
15.01
UserCPU time millis testing
0.869
UserCPU time millis training
14.141