Run
7944603

Run 7944603

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.275778554082891
mlr.classif.xgboost(7)_gamma46.3748654558957
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight31.3082412949852
mlr.classif.xgboost(7)_subsample0.92316379561089
mlr.classif.xgboost(7)_colsample_bytree0.529395817220211
mlr.classif.xgboost(7)_colsample_bylevel0.455931224673986
mlr.classif.xgboost(7)_lambda0.00862493711307647
mlr.classif.xgboost(7)_alpha0.588467253243085
mlr.classif.xgboost(7)_nrounds4324
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27314.7892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.208
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
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4256
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.7395
UserCPU time millis
5528.18
UserCPU time millis testing
0.77
UserCPU time millis training
5527.41