Run
7945228

Run 7945228

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)_eta0.319499915370206
mlr.classif.xgboost(7)_gamma0.0875604496785715
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight60.8478039560956
mlr.classif.xgboost(7)_subsample0.939887522417121
mlr.classif.xgboost(7)_colsample_bytree0.387843273952603
mlr.classif.xgboost(7)_colsample_bylevel0.811778440326452
mlr.classif.xgboost(7)_lambda0.00563596475908235
mlr.classif.xgboost(7)_alpha34.2543884805603
mlr.classif.xgboost(7)_nrounds3715
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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28382.1018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1952
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
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.9665
UserCPU time millis
1090.07
UserCPU time millis testing
0.74
UserCPU time millis training
1089.33