Run
7942731

Run 7942731

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.146600358594114
mlr.classif.xgboost(7)_gamma0.00258178882542965
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight5.8126550597839
mlr.classif.xgboost(7)_subsample0.695079412404448
mlr.classif.xgboost(7)_colsample_bytree0.755588106438518
mlr.classif.xgboost(7)_colsample_bylevel0.954465133138001
mlr.classif.xgboost(7)_lambda359.563338391921
mlr.classif.xgboost(7)_alpha0.188463703307826
mlr.classif.xgboost(7)_nrounds4911
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
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23460.5127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2491
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
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6985
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.1913
UserCPU time millis
867.88
UserCPU time millis testing
0.74
UserCPU time millis training
867.14