Run
7947914

Run 7947914

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00238454193100214
mlr.classif.xgboost(7)_gamma0.118392133334256
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight21.021096834174
mlr.classif.xgboost(7)_subsample0.502503976691514
mlr.classif.xgboost(7)_colsample_bytree0.806419343315065
mlr.classif.xgboost(7)_colsample_bylevel0.688149610161781
mlr.classif.xgboost(7)_lambda0.0789552164474705
mlr.classif.xgboost(7)_alpha23.7640942633923
mlr.classif.xgboost(7)_nrounds4425
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
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16008.0372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3328
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
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.7549
UserCPU time millis
783.09
UserCPU time millis testing
0.66
UserCPU time millis training
782.43