Run
7947262

Run 7947262

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.649442291035704
mlr.classif.xgboost(7)_gamma0.187611206409606
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight32.3198361563862
mlr.classif.xgboost(7)_subsample0.399609932978638
mlr.classif.xgboost(7)_colsample_bytree0.344072770699859
mlr.classif.xgboost(7)_colsample_bylevel0.58770919572562
mlr.classif.xgboost(7)_lambda839.268943742163
mlr.classif.xgboost(7)_alpha0.00227120002790735
mlr.classif.xgboost(7)_nrounds3145
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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28888.5955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.189
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
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
165.679
UserCPU time millis
1828.15
UserCPU time millis testing
1.51
UserCPU time millis training
1826.64