Run
8179037

Run 8179037

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 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.trees1138
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size377
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.863038988877088
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
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5024.2736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3513
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.71
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7736
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1773.3886
UserCPU time millis
56.63
UserCPU time millis testing
5.171
UserCPU time millis training
51.459