Run
8430571

Run 8430571

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees18
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size527
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.313207798823714
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3347.8327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4015
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
0.742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.4843
UserCPU time millis
10.552
UserCPU time millis testing
0.735
UserCPU time millis training
9.817