Run
8783354

Run 8783354

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.trees688
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size13
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.174217287334614
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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7873.747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
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
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.8645
UserCPU time millis
76.458
UserCPU time millis testing
3.546
UserCPU time millis training
72.912