Run
7941118

Run 7941118

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00251255243473309
mlr.classif.xgboost(7)_gamma5.40119733654174
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight5.92060120068366
mlr.classif.xgboost(7)_subsample0.563651409978047
mlr.classif.xgboost(7)_colsample_bytree0.263210232183337
mlr.classif.xgboost(7)_colsample_bylevel0.938983491063118
mlr.classif.xgboost(7)_lambda6.50985182071627
mlr.classif.xgboost(7)_alpha0.00330846296513838
mlr.classif.xgboost(7)_nrounds1174
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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14454.4708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3557
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
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.0091
UserCPU time millis
940.79
UserCPU time millis testing
1.27
UserCPU time millis training
939.52