Run
8789332

Run 8789332

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1479
mlr.classif.ranger(16)_mtry12
mlr.classif.ranger(16)_min.node.size2636
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.263967858953401
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1041.4636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.468
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
0.6443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.3919
UserCPU time millis
40.718
UserCPU time millis testing
3.878
UserCPU time millis training
36.84