Run
7947683

Run 7947683

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)_eta0.00248738862481858
mlr.classif.xgboost(7)_gamma88.4555680983982
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight42.321469707246
mlr.classif.xgboost(7)_subsample0.172736505116336
mlr.classif.xgboost(7)_colsample_bytree0.929689120315015
mlr.classif.xgboost(7)_colsample_bylevel0.470726037211716
mlr.classif.xgboost(7)_lambda0.0711209691636368
mlr.classif.xgboost(7)_alpha0.519072426681723
mlr.classif.xgboost(7)_nrounds2592
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
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13779.6218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3579
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8282
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.641
UserCPU time millis
504.3
UserCPU time millis testing
0.39
UserCPU time millis training
503.91