OpenML
1873196

Run 1873196

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_boostergblinear
mlr.classif.xgboost(4)_eta0.438408381775408
mlr.classif.xgboost(4)_subsample0.679525320464745
mlr.classif.xgboost(4)_lambda0.00139346939082729
mlr.classif.xgboost(4)_alpha858.747502367481
mlr.classif.xgboost(4)_nrounds1872
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.6124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.0021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4935
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
0.4534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4962
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9976
Cross-validation details (10-fold Crossvalidation)