Run
7944626

Run 7944626

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00801203790572084
mlr.classif.xgboost(7)_gamma0.0064730890114169
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight16.0528399861461
mlr.classif.xgboost(7)_subsample0.106284946086816
mlr.classif.xgboost(7)_colsample_bytree0.2629788659513
mlr.classif.xgboost(7)_colsample_bylevel0.699052820727229
mlr.classif.xgboost(7)_lambda0.0180048799649879
mlr.classif.xgboost(7)_alpha74.1354471725365
mlr.classif.xgboost(7)_nrounds129
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
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3561.2293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4609
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
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.613
UserCPU time millis
41.68
UserCPU time millis testing
0.2
UserCPU time millis training
41.48