Run
7942703

Run 7942703

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0981604881463796
mlr.classif.xgboost(7)_gamma0.0241771193010449
mlr.classif.xgboost(7)_min_child_weight5.71748600939831
mlr.classif.xgboost(7)_subsample0.537775640678592
mlr.classif.xgboost(7)_colsample_bytree0.641447459347546
mlr.classif.xgboost(7)_colsample_bylevel0.821817687340081
mlr.classif.xgboost(7)_lambda1.37355388824496
mlr.classif.xgboost(7)_alpha1.05497502381866
mlr.classif.xgboost(7)_nrounds852
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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33131.0816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1422
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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9177
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5039
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.1376
UserCPU time millis
525.83
UserCPU time millis testing
0.62
UserCPU time millis training
525.21