Run
7942710

Run 7942710

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)_eta0.26579410724822
mlr.classif.xgboost(7)_gamma46.2531686583399
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight54.1153052467551
mlr.classif.xgboost(7)_subsample0.268152138963342
mlr.classif.xgboost(7)_colsample_bytree0.987464229017496
mlr.classif.xgboost(7)_colsample_bylevel0.455707715451717
mlr.classif.xgboost(7)_lambda22.5128509852855
mlr.classif.xgboost(7)_alpha104.578947502721
mlr.classif.xgboost(7)_nrounds4186
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
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16847.0364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3257
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
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.76
UserCPU time millis
1429.65
UserCPU time millis testing
0.42
UserCPU time millis training
1429.23