Run
7944392

Run 7944392

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)_eta0.0915171201093594
mlr.classif.xgboost(7)_gamma362.354325268522
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight9.36065246329526
mlr.classif.xgboost(7)_subsample0.87928197036963
mlr.classif.xgboost(7)_colsample_bytree0.982568986527622
mlr.classif.xgboost(7)_colsample_bylevel0.503158135525882
mlr.classif.xgboost(7)_lambda4.39949626431915
mlr.classif.xgboost(7)_alpha2.07148400430147
mlr.classif.xgboost(7)_nrounds1693
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
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17363.3151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3198
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
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3803
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.4941
UserCPU time millis
1321.52
UserCPU time millis testing
0.34
UserCPU time millis training
1321.18