Run
7947830

Run 7947830

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0157476904944971
mlr.classif.xgboost(7)_gamma14.0774258350251
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.81964151067012
mlr.classif.xgboost(7)_subsample0.946063735941425
mlr.classif.xgboost(7)_colsample_bytree0.987175166979432
mlr.classif.xgboost(7)_colsample_bylevel0.707793506234884
mlr.classif.xgboost(7)_lambda0.00146912140602275
mlr.classif.xgboost(7)_alpha0.0324778208143398
mlr.classif.xgboost(7)_nrounds3433
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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27443.0438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.207
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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6062
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.0568
UserCPU time millis
3636.43
UserCPU time millis testing
1.45
UserCPU time millis training
3634.98