Run
8430051

Run 8430051

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees392
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size152
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.533691165456548
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6260.3596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3105
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
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7179
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.2341
UserCPU time millis
170.457
UserCPU time millis testing
9.362
UserCPU time millis training
161.095