Run
7942797

Run 7942797

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)_eta0.0380995476419732
mlr.classif.xgboost(7)_gamma20.8007656155478
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight4.41505714211005
mlr.classif.xgboost(7)_subsample0.184562034206465
mlr.classif.xgboost(7)_colsample_bytree0.709820760786533
mlr.classif.xgboost(7)_colsample_bylevel0.516896120086312
mlr.classif.xgboost(7)_lambda0.145489573065269
mlr.classif.xgboost(7)_alpha121.509215626447
mlr.classif.xgboost(7)_nrounds3068
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
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15273.402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3435
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
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.092
UserCPU time millis
1064.17
UserCPU time millis testing
0.45
UserCPU time millis training
1063.72