Run
7939980

Run 7939980

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.387183312724834
mlr.classif.xgboost(7)_gamma45.8045227312772
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.51439955995695
mlr.classif.xgboost(7)_subsample0.120980634330772
mlr.classif.xgboost(7)_colsample_bytree0.861444853246212
mlr.classif.xgboost(7)_colsample_bylevel0.629665416106582
mlr.classif.xgboost(7)_lambda5.44795304416214
mlr.classif.xgboost(7)_alpha0.00798379894272847
mlr.classif.xgboost(7)_nrounds3350
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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20529.4046
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2828
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
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.2394
UserCPU time millis
3246.01
UserCPU time millis testing
0.67
UserCPU time millis training
3245.34