Run
7903537

Run 7903537

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 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)_eta0.494660112536735
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight122.807783521131
mlr.classif.xgboost(9)_subsample0.582646693522111
mlr.classif.xgboost(9)_colsample_bytree0.214167092228308
mlr.classif.xgboost(9)_colsample_bylevel0.583551915362477
mlr.classif.xgboost(9)_lambda185.390096140925
mlr.classif.xgboost(9)_alpha0.00356913880041991
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2252
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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27411.3041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2052
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
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.42
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.5163
UserCPU time millis
1634.904
UserCPU time millis testing
29.659
UserCPU time millis training
1605.245