Run
7947962

Run 7947962

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)_eta0.133662734217204
mlr.classif.xgboost(7)_gamma0.0054393622576982
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight112.406844819822
mlr.classif.xgboost(7)_subsample0.881512360018678
mlr.classif.xgboost(7)_colsample_bytree0.931555372290313
mlr.classif.xgboost(7)_colsample_bylevel0.340669788606465
mlr.classif.xgboost(7)_lambda426.083376336119
mlr.classif.xgboost(7)_alpha21.9017231801662
mlr.classif.xgboost(7)_nrounds3213
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28210.9767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1971
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
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.5891
UserCPU time millis
1914.08
UserCPU time millis testing
2.36
UserCPU time millis training
1911.72