Run
7947179

Run 7947179

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0879845400940645
mlr.classif.xgboost(7)_gamma0.504893684991311
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.84207964655924
mlr.classif.xgboost(7)_subsample0.241540982550941
mlr.classif.xgboost(7)_colsample_bytree0.390509258024395
mlr.classif.xgboost(7)_colsample_bylevel0.891979833692312
mlr.classif.xgboost(7)_lambda0.00157136431276087
mlr.classif.xgboost(7)_alpha125.714114043179
mlr.classif.xgboost(7)_nrounds3468
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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19255.4196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2986
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
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.748
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.4662
UserCPU time millis
891.95
UserCPU time millis testing
0.44
UserCPU time millis training
891.51