Run
8144536

Run 8144536

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 18-10-2017 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.trees916
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size407
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.627225437760353
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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5014.4502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3491
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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1783.6538
UserCPU time millis
53.277
UserCPU time millis testing
3.817
UserCPU time millis training
49.46