Run
8153424

Run 8153424

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 18-10-2017 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.trees462
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.764777349377982
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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7039.8606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2899
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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6557
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1704.77
UserCPU time millis
66.417
UserCPU time millis testing
5.421
UserCPU time millis training
60.996