OpenML
7944891

Run 7944891

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00732611949151327
mlr.classif.xgboost(7)_gamma0.0938276924944436
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight116.964245838962
mlr.classif.xgboost(7)_subsample0.398783638887107
mlr.classif.xgboost(7)_colsample_bytree0.424490085430443
mlr.classif.xgboost(7)_colsample_bylevel0.835581787489355
mlr.classif.xgboost(7)_lambda16.8387750734084
mlr.classif.xgboost(7)_alpha0.0037730960279563
mlr.classif.xgboost(7)_nrounds4196
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
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18558.6389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3043
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
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.4065
UserCPU time millis
732.21
UserCPU time millis testing
0.58
UserCPU time millis training
731.63