Run
8117473

Run 8117473

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 18-10-2017 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.trees825
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size92
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.652732714288868
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
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7542.3063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2674
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
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6557
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.9362
UserCPU time millis
94.672
UserCPU time millis testing
4.729
UserCPU time millis training
89.943