Run
7130860

Run 7130860

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0351247202661822
mlr.classif.xgboost(9)_min_child_weight1.14673117348853
mlr.classif.xgboost(9)_subsample0.813714768341743
mlr.classif.xgboost(9)_colsample_bytree0.990447188029066
mlr.classif.xgboost(9)_colsample_bylevel0.693478499539196
mlr.classif.xgboost(9)_lambda0.0463333730996891
mlr.classif.xgboost(9)_alpha0.00739976872095894
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds332
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
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9909.2043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1851
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
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.2377
UserCPU time millis
239.072
UserCPU time millis testing
2.53
UserCPU time millis training
236.542