Run
7941798

Run 7941798

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0506981290152551
mlr.classif.xgboost(7)_gamma0.0105065602920318
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight56.0743208146977
mlr.classif.xgboost(7)_subsample0.416674625128508
mlr.classif.xgboost(7)_colsample_bytree0.418143292143941
mlr.classif.xgboost(7)_colsample_bylevel0.540097144432366
mlr.classif.xgboost(7)_lambda746.657780974129
mlr.classif.xgboost(7)_alpha0.989914966202779
mlr.classif.xgboost(7)_nrounds4674
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24758.5949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2356
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
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.7315
UserCPU time millis
2123.12
UserCPU time millis testing
2.5
UserCPU time millis training
2120.62