Run
7945220

Run 7945220

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.593405724297064
mlr.classif.xgboost(7)_gamma0.00230757223920469
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight23.744223509602
mlr.classif.xgboost(7)_subsample0.317024591052905
mlr.classif.xgboost(7)_colsample_bytree0.216662960499525
mlr.classif.xgboost(7)_colsample_bylevel0.471671502664685
mlr.classif.xgboost(7)_lambda0.00449013067003177
mlr.classif.xgboost(7)_alpha0.0340294384032929
mlr.classif.xgboost(7)_nrounds2690
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32205.5257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1471
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
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
219.4654
UserCPU time millis
1030.83
UserCPU time millis testing
1.4
UserCPU time millis training
1029.43