OpenML
8237751

Run 8237751

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 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.trees76
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size34
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.811074976995587
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
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9078.868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2127
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
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.43
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.6224
UserCPU time millis
18.142
UserCPU time millis testing
0.487
UserCPU time millis training
17.655