Run
7947666

Run 7947666

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)_eta0.00970843181375648
mlr.classif.xgboost(7)_gamma1.61974107872893
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight4.39208200451188
mlr.classif.xgboost(7)_subsample0.956355061382055
mlr.classif.xgboost(7)_colsample_bytree0.380355770140886
mlr.classif.xgboost(7)_colsample_bylevel0.652426094003022
mlr.classif.xgboost(7)_lambda98.8559356281314
mlr.classif.xgboost(7)_alpha0.00108280306517428
mlr.classif.xgboost(7)_nrounds4626
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
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28670.5457
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1934
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
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5866
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.7191
UserCPU time millis
4296.01
UserCPU time millis testing
8.91
UserCPU time millis training
4287.1