OpenML
4374397

Run 4374397

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot13 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees289
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_sample.fraction0.783164236252196
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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9604.9802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5348
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.3917
UserCPU time millis
403.802
UserCPU time millis testing
10.447
UserCPU time millis training
393.355