Run
7939950

Run 7939950

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00323565080615571
mlr.classif.xgboost(7)_gamma0.0075038140024424
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight42.6464469666526
mlr.classif.xgboost(7)_subsample0.191444461629726
mlr.classif.xgboost(7)_colsample_bytree0.422586561925709
mlr.classif.xgboost(7)_colsample_bylevel0.300939584709704
mlr.classif.xgboost(7)_lambda0.0326703007882204
mlr.classif.xgboost(7)_alpha0.0259441112314221
mlr.classif.xgboost(7)_nrounds447
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7183.1797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4284
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
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.3245
UserCPU time millis
184.33
UserCPU time millis testing
0.34
UserCPU time millis training
183.99