Run
7944595

Run 7944595

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0357467216552899
mlr.classif.xgboost(7)_gamma34.6187999943357
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight1.6693833919813
mlr.classif.xgboost(7)_subsample0.302687856554985
mlr.classif.xgboost(7)_colsample_bytree0.876288123242557
mlr.classif.xgboost(7)_colsample_bylevel0.455937794409692
mlr.classif.xgboost(7)_lambda0.00490152675833086
mlr.classif.xgboost(7)_alpha0.00153153849401679
mlr.classif.xgboost(7)_nrounds2351
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
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23762.7308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2477
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
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.2641
UserCPU time millis
2130.86
UserCPU time millis testing
0.59
UserCPU time millis training
2130.27