Run
7939906

Run 7939906

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00276345465702393
mlr.classif.xgboost(7)_gamma0.144836647911565
mlr.classif.xgboost(7)_min_child_weight26.4574055765202
mlr.classif.xgboost(7)_subsample0.253536259639077
mlr.classif.xgboost(7)_colsample_bytree0.302427564375103
mlr.classif.xgboost(7)_colsample_bylevel0.258920839428902
mlr.classif.xgboost(7)_lambda0.165556750047814
mlr.classif.xgboost(7)_alpha0.0271077779791528
mlr.classif.xgboost(7)_nrounds4945
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
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19460.8804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2962
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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8161
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.0543
UserCPU time millis
1906.95
UserCPU time millis testing
3.18
UserCPU time millis training
1903.77