Run
7938142

Run 7938142

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.00372047276619809
mlr.classif.xgboost(7)_gamma0.0193088395524436
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight70.3214986516111
mlr.classif.xgboost(7)_subsample0.15678830803372
mlr.classif.xgboost(7)_colsample_bytree0.848922577500343
mlr.classif.xgboost(7)_colsample_bylevel0.797274326533079
mlr.classif.xgboost(7)_lambda30.8783006355849
mlr.classif.xgboost(7)_alpha0.00204522284264665
mlr.classif.xgboost(7)_nrounds1070
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
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19445.4164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2972
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.4927
UserCPU time millis
1838.2
UserCPU time millis testing
0.87
UserCPU time millis training
1837.33