Run
7944660

Run 7944660

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)_eta0.00100290338852357
mlr.classif.xgboost(7)_gamma86.9341855024391
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight6.29464707769612
mlr.classif.xgboost(7)_subsample0.362291424581781
mlr.classif.xgboost(7)_colsample_bytree0.810760910995305
mlr.classif.xgboost(7)_colsample_bylevel0.946944534778595
mlr.classif.xgboost(7)_lambda7.89712407707433
mlr.classif.xgboost(7)_alpha0.329773657430301
mlr.classif.xgboost(7)_nrounds3302
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
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17866.2574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3152
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
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7602
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.339
UserCPU time millis
5208.39
UserCPU time millis testing
1.91
UserCPU time millis training
5206.48