Run
7947141

Run 7947141

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00151593707241307
mlr.classif.xgboost(7)_gamma362.392792378577
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.35344165150812
mlr.classif.xgboost(7)_subsample0.144428178225644
mlr.classif.xgboost(7)_colsample_bytree0.773459908179939
mlr.classif.xgboost(7)_colsample_bylevel0.508333764225245
mlr.classif.xgboost(7)_lambda0.0902605364326843
mlr.classif.xgboost(7)_alpha0.0297737449708331
mlr.classif.xgboost(7)_nrounds2693
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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9249.5085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4087
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
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.8253
UserCPU time millis
2897.53
UserCPU time millis testing
0.65
UserCPU time millis training
2896.88