Run
7944534

Run 7944534

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.000996328742061319
mlr.classif.xgboost(7)_gamma9.89991942799135
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight45.7473889555718
mlr.classif.xgboost(7)_subsample0.165405903826468
mlr.classif.xgboost(7)_colsample_bytree0.556467197090387
mlr.classif.xgboost(7)_colsample_bylevel0.697054029069841
mlr.classif.xgboost(7)_lambda1010.92967695628
mlr.classif.xgboost(7)_alpha5.04663614960232
mlr.classif.xgboost(7)_nrounds1977
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
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5360.7358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4457
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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.2102
UserCPU time millis
754.85
UserCPU time millis testing
1.12
UserCPU time millis training
753.73