Run
7214966

Run 7214966

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 05-09-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1924
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.241456302488223
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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7193.2558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2836
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
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6528
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.057
UserCPU time millis
613.289
UserCPU time millis testing
55.131
UserCPU time millis training
558.158