Run
7890069

Run 7890069

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00249700187585951
mlr.classif.xgboost(9)_min_child_weight51.6321131106565
mlr.classif.xgboost(9)_subsample0.699827725137584
mlr.classif.xgboost(9)_colsample_bytree0.803158638998866
mlr.classif.xgboost(9)_colsample_bylevel0.396673131501302
mlr.classif.xgboost(9)_lambda177.09903226962
mlr.classif.xgboost(9)_alpha0.127911946537553
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3775
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22083.9066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2667
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.5244
UserCPU time millis
5016.241
UserCPU time millis testing
80.853
UserCPU time millis training
4935.388