Run
7947509

Run 7947509

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00721872052816449
mlr.classif.xgboost(7)_gamma0.00497996110556155
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.02869036427144
mlr.classif.xgboost(7)_subsample0.72238442695234
mlr.classif.xgboost(7)_colsample_bytree0.422564486972988
mlr.classif.xgboost(7)_colsample_bylevel0.603312260098755
mlr.classif.xgboost(7)_lambda6.58443045792366
mlr.classif.xgboost(7)_alpha0.119882687410851
mlr.classif.xgboost(7)_nrounds4176
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33002.7588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1448
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.7104
UserCPU time millis
4339.14
UserCPU time millis testing
18.26
UserCPU time millis training
4320.88