Run
7945671

Run 7945671

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0186916276916288
mlr.classif.xgboost(7)_gamma64.3648988145939
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight27.6975329682494
mlr.classif.xgboost(7)_subsample0.130951196490787
mlr.classif.xgboost(7)_colsample_bytree0.242394079826772
mlr.classif.xgboost(7)_colsample_bylevel0.512879309616983
mlr.classif.xgboost(7)_lambda0.0838278188781531
mlr.classif.xgboost(7)_alpha49.6181146105942
mlr.classif.xgboost(7)_nrounds3289
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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13192.3445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3659
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
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.7476
UserCPU time millis
770.26
UserCPU time millis testing
0.47
UserCPU time millis training
769.79