Run
8797977

Run 8797977

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-01-2018 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.trees1574
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size1396
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.585466251336038
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
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2629.721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4239
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
0.7366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8877
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.0087
UserCPU time millis
49.933
UserCPU time millis testing
4.705
UserCPU time millis training
45.228