OpenML
7977210

Run 7977210

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1742
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size2537
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.231132123339921
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
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
738.2722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4764
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
0.6313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.9259
UserCPU time millis
29.151
UserCPU time millis testing
3.36
UserCPU time millis training
25.791