Run
7941779

Run 7941779

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.112475441781997
mlr.classif.xgboost(7)_gamma0.00362190455156065
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.42097588758536
mlr.classif.xgboost(7)_subsample0.768635545065626
mlr.classif.xgboost(7)_colsample_bytree0.300800586678088
mlr.classif.xgboost(7)_colsample_bylevel0.555536586418748
mlr.classif.xgboost(7)_lambda0.0927048776602157
mlr.classif.xgboost(7)_alpha0.0012846712208376
mlr.classif.xgboost(7)_nrounds1755
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
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37465.8552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0879
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
238.4524
UserCPU time millis
1636.41
UserCPU time millis testing
4.78
UserCPU time millis training
1631.63