Run
7947525

Run 7947525

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)_eta0.00386127877137448
mlr.classif.xgboost(7)_gamma59.0428064333942
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight5.08892364422666
mlr.classif.xgboost(7)_subsample0.223600868717767
mlr.classif.xgboost(7)_colsample_bytree0.278813443332911
mlr.classif.xgboost(7)_colsample_bylevel0.914068737067282
mlr.classif.xgboost(7)_lambda0.459327565685094
mlr.classif.xgboost(7)_alpha0.00838360761747345
mlr.classif.xgboost(7)_nrounds681
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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10928.3707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3906
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
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.9131
UserCPU time millis
500.61
UserCPU time millis testing
0.48
UserCPU time millis training
500.13