OpenML
8238550

Run 8238550

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1653
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size5087
mlr.classif.ranger(9)_sample.fraction0.6347633065423
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
0.6966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1344.9884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.459
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
0.6434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1815.0194
UserCPU time millis
35.295
UserCPU time millis testing
3.385
UserCPU time millis training
31.91