Run
8240501

Run 8240501

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 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.trees1154
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size7954
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.833585242228583
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
0.7054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1764
Cross-validation details (10-fold Crossvalidation)
KB relative information score
644.2428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4789
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
0.6454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9719
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.8462
UserCPU time millis
13.544
UserCPU time millis testing
2.323
UserCPU time millis training
11.221