Run
8433813

Run 8433813

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.trees621
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size139
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.938030450372025
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6692.7821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2983
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
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1160.4098
UserCPU time millis
270.111
UserCPU time millis testing
15.99
UserCPU time millis training
254.121