Run
8712380

Run 8712380

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-12-2017 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.trees274
mlr.classif.ranger(16)_mtry13
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.326361792930402
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9269.8162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2099
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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9161
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.555
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1356.3859
UserCPU time millis
53.455
UserCPU time millis testing
1.724
UserCPU time millis training
51.731