Run
7947283

Run 7947283

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)_eta0.00443555722318131
mlr.classif.xgboost(7)_gamma0.00995974752782504
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight10.6795116214743
mlr.classif.xgboost(7)_subsample0.337341373832896
mlr.classif.xgboost(7)_colsample_bytree0.862306986376643
mlr.classif.xgboost(7)_colsample_bylevel0.21421182975173
mlr.classif.xgboost(7)_lambda20.0675049892578
mlr.classif.xgboost(7)_alpha23.5233398829312
mlr.classif.xgboost(7)_nrounds1354
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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17727.6023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3159
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7638
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.4348
UserCPU time millis
542.14
UserCPU time millis testing
0.6
UserCPU time millis training
541.54