Run
8602351

Run 8602351

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees510
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.808476023958065
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9245.8982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2136
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
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5402
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1395.3673
UserCPU time millis
92.06
UserCPU time millis testing
4.98
UserCPU time millis training
87.08