Run
7971615

Run 7971615

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees841
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size1113
mlr.classif.ranger(9)_sample.fraction0.729233487905003
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
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3683.4913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3895
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
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8545
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.2001
UserCPU time millis
44.257
UserCPU time millis testing
2.504
UserCPU time millis training
41.753