Run
7947983

Run 7947983

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.391752194921302
mlr.classif.xgboost(7)_gamma0.011309178986876
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight42.9407530242181
mlr.classif.xgboost(7)_subsample0.540820863423869
mlr.classif.xgboost(7)_colsample_bytree0.796237512305379
mlr.classif.xgboost(7)_colsample_bylevel0.693989513255656
mlr.classif.xgboost(7)_lambda0.0482191603237642
mlr.classif.xgboost(7)_alpha401.730427995445
mlr.classif.xgboost(7)_nrounds4695
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
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17091.096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3233
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
0.7944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3833
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.5772
UserCPU time millis
1069.84
UserCPU time millis testing
0.71
UserCPU time millis training
1069.13