Run
6358272

Run 6358272

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.503514924448307
mlr.classif.xgboost(9)_min_child_weight10.0323163440516
mlr.classif.xgboost(9)_subsample0.178169969492592
mlr.classif.xgboost(9)_colsample_bytree0.152405302738771
mlr.classif.xgboost(9)_colsample_bylevel0.880616153357551
mlr.classif.xgboost(9)_lambda2.43163491058721
mlr.classif.xgboost(9)_alpha921.485785183457
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2146
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1821.8278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4759
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
0.7522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.0228
UserCPU time millis
930.617
UserCPU time millis testing
8.405
UserCPU time millis training
922.212