Run
7947950

Run 7947950

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)_eta0.0655185722851274
mlr.classif.xgboost(7)_gamma1.40505906737565
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight45.1930653455453
mlr.classif.xgboost(7)_subsample0.780904527334496
mlr.classif.xgboost(7)_colsample_bytree0.444674438238144
mlr.classif.xgboost(7)_colsample_bylevel0.848821572959423
mlr.classif.xgboost(7)_lambda0.0118501001812861
mlr.classif.xgboost(7)_alpha884.908997296993
mlr.classif.xgboost(7)_nrounds4079
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
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12870.9835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3698
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7568
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.7078
UserCPU time millis
807.21
UserCPU time millis testing
0.42
UserCPU time millis training
806.79