Run
8643108

Run 8643108

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 11-12-2017 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.trees439
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size375
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.929394749039784
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
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5728.3364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3264
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
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1418.3631
UserCPU time millis
29.84
UserCPU time millis testing
1.51
UserCPU time millis training
28.33