Run
7942765

Run 7942765

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0260298183872718
mlr.classif.xgboost(7)_gamma629.212901844995
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight37.3224260397891
mlr.classif.xgboost(7)_subsample0.503010486927815
mlr.classif.xgboost(7)_colsample_bytree0.939578959718347
mlr.classif.xgboost(7)_colsample_bylevel0.525891616381705
mlr.classif.xgboost(7)_lambda0.285519222133672
mlr.classif.xgboost(7)_alpha80.8458137121667
mlr.classif.xgboost(7)_nrounds1726
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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10987.3757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3905
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
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8526
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.7019
UserCPU time millis
1753.32
UserCPU time millis testing
0.29
UserCPU time millis training
1753.03