Run
8168598

Run 8168598

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1440
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size272
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.952464775368571
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
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6468.4086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2993
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
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7313
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1805.2615
UserCPU time millis
192.401
UserCPU time millis testing
8.454
UserCPU time millis training
183.947