Run
7941267

Run 7941267

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00178139079321975
mlr.classif.xgboost(7)_gamma0.420687599628527
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight70.8188967015225
mlr.classif.xgboost(7)_subsample0.758924830285832
mlr.classif.xgboost(7)_colsample_bytree0.982277032919228
mlr.classif.xgboost(7)_colsample_bylevel0.374061122722924
mlr.classif.xgboost(7)_lambda0.416202281287599
mlr.classif.xgboost(7)_alpha10.0381174999812
mlr.classif.xgboost(7)_nrounds775
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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15445.6284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
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
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.2691
UserCPU time millis
762.94
UserCPU time millis testing
0.63
UserCPU time millis training
762.31