Run
8607916

Run 8607916

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees864
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size83
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.761791512416676
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7958.1862
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2529
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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.877
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.636
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1410.3475
UserCPU time millis
208.71
UserCPU time millis testing
5.55
UserCPU time millis training
203.16