Run
8429716

Run 8429716

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.trees805
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.879955566301942
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
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9840.0675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1898
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.26
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5228
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.2618
UserCPU time millis
1033.735
UserCPU time millis testing
31.396
UserCPU time millis training
1002.339