OpenML
7940031

Run 7940031

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00111464651079889
mlr.classif.xgboost(7)_gamma0.0272859454541023
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight67.9711591522323
mlr.classif.xgboost(7)_subsample0.209768628817983
mlr.classif.xgboost(7)_colsample_bytree0.715102372132242
mlr.classif.xgboost(7)_colsample_bylevel0.601153752207756
mlr.classif.xgboost(7)_lambda7.15232216717687
mlr.classif.xgboost(7)_alpha25.5388941805355
mlr.classif.xgboost(7)_nrounds2666
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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13968.0618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3567
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.73
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8153
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
238.6511
UserCPU time millis
706.96
UserCPU time millis testing
0.64
UserCPU time millis training
706.32