Run
7947940

Run 7947940

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)_eta0.920469900860346
mlr.classif.xgboost(7)_gamma0.09881738182751
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight11.8325997073184
mlr.classif.xgboost(7)_subsample0.871884777583182
mlr.classif.xgboost(7)_colsample_bytree0.497132446430624
mlr.classif.xgboost(7)_colsample_bylevel0.396439198963344
mlr.classif.xgboost(7)_lambda0.00253086664326088
mlr.classif.xgboost(7)_alpha48.3675540213767
mlr.classif.xgboost(7)_nrounds3959
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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27154.8334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.208
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
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.2149
UserCPU time millis
932.82
UserCPU time millis testing
0.66
UserCPU time millis training
932.16