Run
8756610

Run 8756610

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 30-12-2017 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.trees1418
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size651
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.263198399404064
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3072.4623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4089
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
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.7474
UserCPU time millis
45.483
UserCPU time millis testing
3.471
UserCPU time millis training
42.012