Run
7947889

Run 7947889

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00258665557932936
mlr.classif.xgboost(7)_gamma23.838061395045
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.55790393183606
mlr.classif.xgboost(7)_subsample0.461640635086224
mlr.classif.xgboost(7)_colsample_bytree0.858383878879249
mlr.classif.xgboost(7)_colsample_bylevel0.439077562093735
mlr.classif.xgboost(7)_lambda0.0439355479501307
mlr.classif.xgboost(7)_alpha22.1685186053828
mlr.classif.xgboost(7)_nrounds4194
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
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20670.6288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.282
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
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.7383
UserCPU time millis
1938.2
UserCPU time millis testing
1.78
UserCPU time millis training
1936.42