Run
7946318

Run 7946318

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0152177550415727
mlr.classif.xgboost(7)_gamma0.369382122467497
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight94.18014292341
mlr.classif.xgboost(7)_subsample0.508765836711973
mlr.classif.xgboost(7)_colsample_bytree0.811825081892312
mlr.classif.xgboost(7)_colsample_bylevel0.534971374459565
mlr.classif.xgboost(7)_lambda4.03913635927767
mlr.classif.xgboost(7)_alpha0.0656137271426995
mlr.classif.xgboost(7)_nrounds4962
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
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28496.5169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1941
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
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.2089
UserCPU time millis
4386.74
UserCPU time millis testing
6.09
UserCPU time millis training
4380.65