Run
7941738

Run 7941738

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.633955338155238
mlr.classif.xgboost(7)_gamma1.80828969673541
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight2.00324645965209
mlr.classif.xgboost(7)_subsample0.982235592859797
mlr.classif.xgboost(7)_colsample_bytree0.616777427867055
mlr.classif.xgboost(7)_colsample_bylevel0.811866758018732
mlr.classif.xgboost(7)_lambda0.324192512482027
mlr.classif.xgboost(7)_alpha0.0108581583373476
mlr.classif.xgboost(7)_nrounds4260
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37646.2971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0872
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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.2034
UserCPU time millis
3086.11
UserCPU time millis testing
0.72
UserCPU time millis training
3085.39