Run
8602348

Run 8602348

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.trees394
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size1916
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.757610907242633
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
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2928.319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4128
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
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.886
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1407.2228
UserCPU time millis
18.93
UserCPU time millis testing
1.52
UserCPU time millis training
17.41