Run
7903966

Run 7903966

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)_eta0.00118856690708598
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight28.1343489244866
mlr.classif.xgboost(9)_subsample0.302530092163943
mlr.classif.xgboost(9)_colsample_bytree0.977969329571351
mlr.classif.xgboost(9)_colsample_bylevel0.40708708576858
mlr.classif.xgboost(9)_lambda46.5433508497899
mlr.classif.xgboost(9)_alpha502.964935636419
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3131
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
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8717.7661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.414
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
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.0661
UserCPU time millis
2058.3
UserCPU time millis testing
28.732
UserCPU time millis training
2029.568