Run
7112013

Run 7112013

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)_eta0.0376016479535796
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.38887743669135
mlr.classif.xgboost(9)_subsample0.541909024934284
mlr.classif.xgboost(9)_colsample_bytree0.742273272480816
mlr.classif.xgboost(9)_colsample_bylevel0.591801188886166
mlr.classif.xgboost(9)_lambda0.00583536727628495
mlr.classif.xgboost(9)_alpha0.0762611452819777
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4984
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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9461.2474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1975
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
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8877
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.5327
UserCPU time millis
1234.329
UserCPU time millis testing
17.399
UserCPU time millis training
1216.93