Run
6260682

Run 6260682

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.116304018945232
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight12.3878770427814
mlr.classif.xgboost(9)_subsample0.34432405740954
mlr.classif.xgboost(9)_colsample_bytree0.397334467153996
mlr.classif.xgboost(9)_colsample_bylevel0.66659348201938
mlr.classif.xgboost(9)_lambda0.29316814988836
mlr.classif.xgboost(9)_alpha544.445252857766
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3098
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
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4998
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11673.2695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3831
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
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8452
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.9843
UserCPU time millis
1461.848
UserCPU time millis testing
13.799
UserCPU time millis training
1448.049