Run
7947807

Run 7947807

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.013114674527845
mlr.classif.xgboost(7)_gamma0.013282733261029
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight35.8375996499764
mlr.classif.xgboost(7)_subsample0.847981792292558
mlr.classif.xgboost(7)_colsample_bytree0.935593956708908
mlr.classif.xgboost(7)_colsample_bylevel0.582996751926839
mlr.classif.xgboost(7)_lambda2.23842349049801
mlr.classif.xgboost(7)_alpha0.00840928171503328
mlr.classif.xgboost(7)_nrounds4273
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33219.3358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1411
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9177
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2486
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.7495
UserCPU time millis
5199.06
UserCPU time millis testing
7.25
UserCPU time millis training
5191.81