Run
8184170

Run 8184170

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 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.trees1975
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size297
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.515185310249217
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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5389.5017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.336
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
0.8021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1771.1209
UserCPU time millis
152.418
UserCPU time millis testing
8.992
UserCPU time millis training
143.426