Run
8783342

Run 8783342

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.trees1536
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size16
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.669569579814561
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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9494.0105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2023
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
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1377.4105
UserCPU time millis
304.083
UserCPU time millis testing
10.779
UserCPU time millis training
293.304