Run
8604848

Run 8604848

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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees715
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size610
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.704481039685197
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4603.2432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3617
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
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8076
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.469
UserCPU time millis
53.544
UserCPU time millis testing
2.265
UserCPU time millis training
51.279