Run
8783329

Run 8783329

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.trees1546
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.324177013826557
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8964.0996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2214
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
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.567
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.0206
UserCPU time millis
204.868
UserCPU time millis testing
9.877
UserCPU time millis training
194.991