Run
7942784

Run 7942784

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0591186375270078
mlr.classif.xgboost(7)_gamma334.386713068015
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight8.22326843361295
mlr.classif.xgboost(7)_subsample0.385207562102005
mlr.classif.xgboost(7)_colsample_bytree0.713243634440005
mlr.classif.xgboost(7)_colsample_bylevel0.52599889729172
mlr.classif.xgboost(7)_lambda20.8847150506596
mlr.classif.xgboost(7)_alpha0.00112626383405057
mlr.classif.xgboost(7)_nrounds3633
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
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14518.2412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3514
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.1914
UserCPU time millis
2918.56
UserCPU time millis testing
0.62
UserCPU time millis training
2917.94