Run
8607819

Run 8607819

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 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.trees1481
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size585
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.542962682759389
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
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4363.7943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3683
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
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1433.577
UserCPU time millis
99.78
UserCPU time millis testing
6.72
UserCPU time millis training
93.06