Run
7947822

Run 7947822

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)_eta0.821628722627835
mlr.classif.xgboost(7)_gamma0.0102279250868288
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight7.13526120086512
mlr.classif.xgboost(7)_subsample0.866047639911994
mlr.classif.xgboost(7)_colsample_bytree0.997078396379948
mlr.classif.xgboost(7)_colsample_bylevel0.404213411174715
mlr.classif.xgboost(7)_lambda113.149884295189
mlr.classif.xgboost(7)_alpha0.025331869833981
mlr.classif.xgboost(7)_nrounds4151
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25464.7901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2266
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.731
UserCPU time millis
687.79
UserCPU time millis testing
0.68
UserCPU time millis training
687.11