Run
8214757

Run 8214757

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 23-10-2017 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.trees1674
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size419
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.710665045445785
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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4589.1597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3647
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
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8006
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7953
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
788.7237
UserCPU time millis
112.115
UserCPU time millis testing
8.998
UserCPU time millis training
103.117