Run
7941780

Run 7941780

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0057343514361584
mlr.classif.xgboost(7)_gamma260.173272767894
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight20.5979898036537
mlr.classif.xgboost(7)_subsample0.760002519236878
mlr.classif.xgboost(7)_colsample_bytree0.951458874903619
mlr.classif.xgboost(7)_colsample_bylevel0.368454061821103
mlr.classif.xgboost(7)_lambda0.0149138426597927
mlr.classif.xgboost(7)_alpha208.231683042265
mlr.classif.xgboost(7)_nrounds3703
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
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14362.1795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3533
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
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.5375
UserCPU time millis
2495.45
UserCPU time millis testing
0.65
UserCPU time millis training
2494.8