Run
6367801

Run 6367801

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.trees476
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_sample.fraction0.461335709830746
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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8420.9263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2417
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
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.3875
UserCPU time millis
236.968
UserCPU time millis testing
16.249
UserCPU time millis training
220.719