Run
5804150

Run 5804150

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)_eta0.0932466292869512
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.65731558206048
mlr.classif.xgboost(9)_subsample0.381775637739338
mlr.classif.xgboost(9)_colsample_bytree0.424433428095654
mlr.classif.xgboost(9)_colsample_bylevel0.372197329299524
mlr.classif.xgboost(9)_lambda681.454267414555
mlr.classif.xgboost(9)_alpha5.48363167881761
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2609
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7128.5595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2801
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
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6879
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.1625
UserCPU time millis
916.934
UserCPU time millis testing
18.869
UserCPU time millis training
898.065