OpenML
8257386

Run 8257386

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 26-10-2017 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.trees907
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size320
mlr.classif.ranger(9)_sample.fraction0.77513779932633
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
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5650.7822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.33
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7491
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1718.1358
UserCPU time millis
70.873
UserCPU time millis testing
5.119
UserCPU time millis training
65.754