Run
7941160

Run 7941160

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)_eta0.00122317777572776
mlr.classif.xgboost(7)_gamma364.114230048464
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight12.8481238197553
mlr.classif.xgboost(7)_subsample0.276624028361402
mlr.classif.xgboost(7)_colsample_bytree0.89088765066117
mlr.classif.xgboost(7)_colsample_bylevel0.706355891190469
mlr.classif.xgboost(7)_lambda1.95774787141756
mlr.classif.xgboost(7)_alpha0.00260780456482731
mlr.classif.xgboost(7)_nrounds529
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
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6419.1435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4364
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
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9027
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.6743
UserCPU time millis
666.21
UserCPU time millis testing
0.31
UserCPU time millis training
665.9