Run
7142102

Run 7142102

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00441024366629831
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight122.677094734868
mlr.classif.xgboost(9)_subsample0.654184079170227
mlr.classif.xgboost(9)_colsample_bytree0.682584316236898
mlr.classif.xgboost(9)_colsample_bylevel0.722063549328595
mlr.classif.xgboost(9)_lambda0.0468735306801437
mlr.classif.xgboost(9)_alpha0.324198534581671
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2859
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(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
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6313.5832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3063
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
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.8234
UserCPU time millis
1559.023
UserCPU time millis testing
18.447
UserCPU time millis training
1540.576