Run
8240010

Run 8240010

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees120
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size226
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.686497823591344
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5036.8633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3518
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1817.6321
UserCPU time millis
5.727
UserCPU time millis testing
0.408
UserCPU time millis training
5.319