Run
8184094

Run 8184094

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.trees1757
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size280
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.194183482974768
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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.48
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2487.7857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4289
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
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.4096
UserCPU time millis
64.246
UserCPU time millis testing
7.036
UserCPU time millis training
57.21