Run
8429955

Run 8429955

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-11-2017 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.trees1299
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size83
mlr.classif.ranger(13)_sample.fraction0.745797038008459
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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6594.4295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3029
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
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6121
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1204.983
UserCPU time millis
531.556
UserCPU time millis testing
35.347
UserCPU time millis training
496.209