Run
6361899

Run 6361899

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 29-08-2017 by OpenML_Bot R
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  • AzureBot14 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.trees79
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.964648314611986
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7670.8208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2687
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
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.8044
Total cost
UserCPU time millis
61.226
UserCPU time millis testing
5.174
UserCPU time millis training
56.052