Run
7947989

Run 7947989

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)_eta0.00129559766181561
mlr.classif.xgboost(7)_gamma18.4157075686603
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.65496085471595
mlr.classif.xgboost(7)_subsample0.27325309345033
mlr.classif.xgboost(7)_colsample_bytree0.505004741623998
mlr.classif.xgboost(7)_colsample_bylevel0.402229760959744
mlr.classif.xgboost(7)_lambda152.72222896373
mlr.classif.xgboost(7)_alpha0.0072519598316018
mlr.classif.xgboost(7)_nrounds839
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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5082
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6183.2467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4384
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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9034
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.9188
UserCPU time millis
406.03
UserCPU time millis testing
0.49
UserCPU time millis training
405.54