Run
8435054

Run 8435054

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.trees295
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size235
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.52280795800034
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
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3733.1991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3927
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
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1185.0518
UserCPU time millis
67.219
UserCPU time millis testing
5.196
UserCPU time millis training
62.023