Run
8855635

Run 8855635

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 29-01-2018 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.trees1490
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size6676
mlr.classif.ranger(9)_sample.fraction0.937413357477635
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
0.7303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1371.8552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4591
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
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.7371
UserCPU time millis
29.404
UserCPU time millis testing
3.113
UserCPU time millis training
26.291