Run
8454201

Run 8454201

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 03-11-2017 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.trees420
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.883485784195363
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10422.175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1704
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
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4808
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1209.4901
UserCPU time millis
553.041
UserCPU time millis testing
20.841
UserCPU time millis training
532.2