Run
4379806

Run 4379806

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 05-07-2017 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)_eta0.152352944797724
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight93.8639577958554
mlr.classif.xgboost(9)_subsample0.630476123164408
mlr.classif.xgboost(9)_colsample_bytree0.683231754926965
mlr.classif.xgboost(9)_colsample_bylevel0.199448779691011
mlr.classif.xgboost(9)_lambda121.663884504485
mlr.classif.xgboost(9)_alpha40.9369015811925
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1614
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
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5347.5359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3368
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
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.8529
UserCPU time millis
324.259
UserCPU time millis testing
4.92
UserCPU time millis training
319.339