Run
8157356

Run 8157356

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 18-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees376
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.281931938324124
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
0.9735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8227
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8813.7091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2268
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
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5736
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.3175
UserCPU time millis
45.33
UserCPU time millis testing
3.004
UserCPU time millis training
42.326