Run
7945668

Run 7945668

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)_eta0.0359215675249788
mlr.classif.xgboost(7)_gamma0.87581557367616
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight4.78018483080344
mlr.classif.xgboost(7)_subsample0.209498228621669
mlr.classif.xgboost(7)_colsample_bytree0.840634738653898
mlr.classif.xgboost(7)_colsample_bylevel0.87861539144069
mlr.classif.xgboost(7)_lambda113.142393599254
mlr.classif.xgboost(7)_alpha0.287367361321701
mlr.classif.xgboost(7)_nrounds2444
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
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28222.1683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1972
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
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6045
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.0706
UserCPU time millis
2944.13
UserCPU time millis testing
4.23
UserCPU time millis training
2939.9