Run
8447048

Run 8447048

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees389
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size77
mlr.classif.ranger(13)_sample.fraction0.185245957272127
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
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5361.6148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3404
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
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.758
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.8705
UserCPU time millis
95.235
UserCPU time millis testing
7.247
UserCPU time millis training
87.988