Run
5807426

Run 5807426

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)_eta0.168670353008387
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight9.96480145095251
mlr.classif.xgboost(9)_subsample0.716276327287778
mlr.classif.xgboost(9)_colsample_bytree0.877480681519955
mlr.classif.xgboost(9)_colsample_bylevel0.477207921911031
mlr.classif.xgboost(9)_lambda8.68748232660415
mlr.classif.xgboost(9)_alpha0.831573764738271
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1241
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11908.4709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.11
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.2183
UserCPU time millis
469.469
UserCPU time millis testing
7.28
UserCPU time millis training
462.189