Run
8504911

Run 8504911

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 08-11-2017 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.trees217
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size229
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.818281106604263
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
0.906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6510.4341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2985
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
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2004.0177
UserCPU time millis
23.348
UserCPU time millis testing
0.621
UserCPU time millis training
22.727