Run
7945225

Run 7945225

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.046078376233781
mlr.classif.xgboost(7)_gamma1.17865645313807
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight34.4159086621249
mlr.classif.xgboost(7)_subsample0.411593275913037
mlr.classif.xgboost(7)_colsample_bytree0.984750374034047
mlr.classif.xgboost(7)_colsample_bylevel0.431738712266088
mlr.classif.xgboost(7)_lambda2.4607510919077
mlr.classif.xgboost(7)_alpha0.0398033336033918
mlr.classif.xgboost(7)_nrounds1814
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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28553.7771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1933
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
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.5532
UserCPU time millis
899.79
UserCPU time millis testing
0.96
UserCPU time millis training
898.83