Run
7941752

Run 7941752

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)_eta0.0566446559154965
mlr.classif.xgboost(7)_gamma482.328499248944
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight6.20376619943148
mlr.classif.xgboost(7)_subsample0.659683720348403
mlr.classif.xgboost(7)_colsample_bytree0.881335635110736
mlr.classif.xgboost(7)_colsample_bylevel0.926211077906191
mlr.classif.xgboost(7)_lambda0.130744476714775
mlr.classif.xgboost(7)_alpha0.0158859697630446
mlr.classif.xgboost(7)_nrounds548
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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14217.0366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3546
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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.2907
UserCPU time millis
947.24
UserCPU time millis testing
0.25
UserCPU time millis training
946.99