Run
8783389

Run 8783389

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 09-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees525
mlr.classif.ranger(16)_mtry11
mlr.classif.ranger(16)_min.node.size12
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.539342782064341
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9455.776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.203
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5465
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1377.1351
UserCPU time millis
112.032
UserCPU time millis testing
3.787
UserCPU time millis training
108.245