Run
7947908

Run 7947908

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)_eta0.0617251386662906
mlr.classif.xgboost(7)_gamma0.0308967614960194
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight2.02025126774466
mlr.classif.xgboost(7)_subsample0.235778602235951
mlr.classif.xgboost(7)_colsample_bytree0.221690647117794
mlr.classif.xgboost(7)_colsample_bylevel0.612631523236632
mlr.classif.xgboost(7)_lambda202.853800252071
mlr.classif.xgboost(7)_alpha0.00542462901279543
mlr.classif.xgboost(7)_nrounds4078
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
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20126.8955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2865
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
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.0005
UserCPU time millis
682.75
UserCPU time millis testing
0.55
UserCPU time millis training
682.2