Run
8602308

Run 8602308

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees851
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.300964417820796
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8703.4707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2312
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
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1424.7088
UserCPU time millis
103.98
UserCPU time millis testing
6.81
UserCPU time millis training
97.17