Run
7945643

Run 7945643

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.000999196074680685
mlr.classif.xgboost(7)_gamma0.11238512454987
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.80580756433854
mlr.classif.xgboost(7)_subsample0.696049521514215
mlr.classif.xgboost(7)_colsample_bytree0.233112698420882
mlr.classif.xgboost(7)_colsample_bylevel0.925847419537604
mlr.classif.xgboost(7)_lambda0.252931582586735
mlr.classif.xgboost(7)_alpha0.00187600497286659
mlr.classif.xgboost(7)_nrounds4732
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20654.5275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
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
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6852
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.1328
UserCPU time millis
4612.12
UserCPU time millis testing
20.6
UserCPU time millis training
4591.52