Run
8607884

Run 8607884

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)_mtry2
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.723499100212939
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9059.6263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2208
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
0.9321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.3098
UserCPU time millis
147.03
UserCPU time millis testing
9.25
UserCPU time millis training
137.78