Run
8169513

Run 8169513

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees683
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size3127
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.886181374499574
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1915.51
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4446
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
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1826.4517
UserCPU time millis
14.359
UserCPU time millis testing
1.61
UserCPU time millis training
12.749