Run
7937407

Run 7937407

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.120295714813571
mlr.classif.xgboost(7)_gamma1.62428311316033
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.68734341932648
mlr.classif.xgboost(7)_subsample0.550047377240844
mlr.classif.xgboost(7)_colsample_bytree0.775946876965463
mlr.classif.xgboost(7)_colsample_bylevel0.491961303539574
mlr.classif.xgboost(7)_lambda147.161997875895
mlr.classif.xgboost(7)_alpha0.0125346916646037
mlr.classif.xgboost(7)_nrounds1056
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29899.5194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1786
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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
659.6238
UserCPU time millis
1781.2
UserCPU time millis testing
1.01
UserCPU time millis training
1780.19