Run
7945223

Run 7945223

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.136743570120442
mlr.classif.xgboost(7)_gamma0.0108932310570623
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight7.18502306194814
mlr.classif.xgboost(7)_subsample0.889060199283995
mlr.classif.xgboost(7)_colsample_bytree0.616562273912132
mlr.classif.xgboost(7)_colsample_bylevel0.302060362324119
mlr.classif.xgboost(7)_lambda4.90510402515628
mlr.classif.xgboost(7)_alpha39.9777789509035
mlr.classif.xgboost(7)_nrounds3628
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
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26347.9319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.218
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
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8601
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.5509
UserCPU time millis
910.6
UserCPU time millis testing
0.77
UserCPU time millis training
909.83