Run
7941744

Run 7941744

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.625409469932106
mlr.classif.xgboost(7)_gamma0.502443488122307
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight33.3843202508212
mlr.classif.xgboost(7)_subsample0.738553197798319
mlr.classif.xgboost(7)_colsample_bytree0.4400959353894
mlr.classif.xgboost(7)_colsample_bylevel0.920794633962214
mlr.classif.xgboost(7)_lambda0.122979738495248
mlr.classif.xgboost(7)_alpha0.101843525720641
mlr.classif.xgboost(7)_nrounds1642
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36345.2055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1008
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
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.3092
UserCPU time millis
1947.73
UserCPU time millis testing
1.4
UserCPU time millis training
1946.33