Run
7944545

Run 7944545

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0459604695043122
mlr.classif.xgboost(7)_gamma613.814778083451
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight18.4017301317392
mlr.classif.xgboost(7)_subsample0.629028821620159
mlr.classif.xgboost(7)_colsample_bytree0.272662715800107
mlr.classif.xgboost(7)_colsample_bylevel0.744995887205005
mlr.classif.xgboost(7)_lambda0.0975915759388205
mlr.classif.xgboost(7)_alpha0.00157546889733718
mlr.classif.xgboost(7)_nrounds646
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13180.423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.366
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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.6253
UserCPU time millis
482.46
UserCPU time millis testing
0.24
UserCPU time millis training
482.22