Run
8635692

Run 8635692

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 10-12-2017 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.trees1761
mlr.classif.ranger(15)_mtry13
mlr.classif.ranger(15)_min.node.size195
mlr.classif.ranger(15)_sample.fraction0.807604176318273
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6774.4443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2921
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
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1404.0779
UserCPU time millis
286.67
UserCPU time millis testing
11.22
UserCPU time millis training
275.45