Run
5799007

Run 5799007

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-07-2017 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)_eta0.102072022028326
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight6.74213336152998
mlr.classif.xgboost(9)_subsample0.499892409518361
mlr.classif.xgboost(9)_colsample_bytree0.95948066143319
mlr.classif.xgboost(9)_colsample_bylevel0.189790627919137
mlr.classif.xgboost(9)_lambda843.768824320996
mlr.classif.xgboost(9)_alpha0.00378588620771539
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1526
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
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8416.8911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2375
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
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.48
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.7329
UserCPU time millis
777.272
UserCPU time millis testing
13.787
UserCPU time millis training
763.485