Run
7944699

Run 7944699

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)_eta0.0679272181125987
mlr.classif.xgboost(7)_gamma50.7020132106725
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight3.72127710302034
mlr.classif.xgboost(7)_subsample0.197398268268444
mlr.classif.xgboost(7)_colsample_bytree0.364761100709438
mlr.classif.xgboost(7)_colsample_bylevel0.933274579793215
mlr.classif.xgboost(7)_lambda0.00615231723634396
mlr.classif.xgboost(7)_alpha0.0454602528643869
mlr.classif.xgboost(7)_nrounds3288
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
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20457.3544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2844
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
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7305
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.3369
Total cost
UserCPU time millis
2351.93
UserCPU time millis testing
0.61
UserCPU time millis training
2351.32