Run
6235559

Run 6235559

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)_eta0.159132929214872
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight24.7045543586463
mlr.classif.xgboost(9)_subsample0.911554356385022
mlr.classif.xgboost(9)_colsample_bytree0.267864887602627
mlr.classif.xgboost(9)_colsample_bylevel0.538522134302184
mlr.classif.xgboost(9)_lambda9.04776943240286
mlr.classif.xgboost(9)_alpha0.00110279032395771
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1976
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30933.351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1662
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
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5584
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1257.4475
UserCPU time millis
1797.386
UserCPU time millis testing
37.932
UserCPU time millis training
1759.454