Run
7938214

Run 7938214

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.986736062843456
mlr.classif.xgboost(7)_gamma0.0419951121196292
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight3.42285937978771
mlr.classif.xgboost(7)_subsample0.606234774063341
mlr.classif.xgboost(7)_colsample_bytree0.828561413101852
mlr.classif.xgboost(7)_colsample_bylevel0.897626186348498
mlr.classif.xgboost(7)_lambda2.63941605542884
mlr.classif.xgboost(7)_alpha0.219120786786553
mlr.classif.xgboost(7)_nrounds3503
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
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37888.816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0811
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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4896
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.4937
UserCPU time millis
2761.61
UserCPU time millis testing
2.49
UserCPU time millis training
2759.12