Run
7947244

Run 7947244

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)_eta0.358165209326443
mlr.classif.xgboost(7)_gamma0.00980089350133569
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.85550424598951
mlr.classif.xgboost(7)_subsample0.214530497812666
mlr.classif.xgboost(7)_colsample_bytree0.498680392466486
mlr.classif.xgboost(7)_colsample_bylevel0.207636633515358
mlr.classif.xgboost(7)_lambda0.0784462538772902
mlr.classif.xgboost(7)_alpha0.0380566558820021
mlr.classif.xgboost(7)_nrounds130
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26067.0998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2191
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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6635
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.9922
UserCPU time millis
91.17
UserCPU time millis testing
0.3
UserCPU time millis training
90.87