Run
7941271

Run 7941271

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0929126846958258
mlr.classif.xgboost(7)_gamma0.118578005035501
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.07508751052484
mlr.classif.xgboost(7)_subsample0.569539238046855
mlr.classif.xgboost(7)_colsample_bytree0.769143344089389
mlr.classif.xgboost(7)_colsample_bylevel0.95248483158648
mlr.classif.xgboost(7)_lambda0.0699344386342766
mlr.classif.xgboost(7)_alpha0.0436996975878474
mlr.classif.xgboost(7)_nrounds2192
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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38551.2738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0757
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.7342
UserCPU time millis
2682.17
UserCPU time millis testing
4.71
UserCPU time millis training
2677.46