Run
8435431

Run 8435431

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.trees1697
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size252
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.104688514978625
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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2973.7132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4134
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
0.7395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1192.8512
UserCPU time millis
259.745
UserCPU time millis testing
21.264
UserCPU time millis training
238.481