Run
7939948

Run 7939948

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00329915946540394
mlr.classif.xgboost(7)_gamma479.40887561152
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight34.6385880991345
mlr.classif.xgboost(7)_subsample0.920140069304034
mlr.classif.xgboost(7)_colsample_bytree0.685141276568174
mlr.classif.xgboost(7)_colsample_bylevel0.61824532803148
mlr.classif.xgboost(7)_lambda2.66132250270824
mlr.classif.xgboost(7)_alpha203.444173439755
mlr.classif.xgboost(7)_nrounds1092
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
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12737.9826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3711
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
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.6127
UserCPU time millis
748.21
UserCPU time millis testing
0.39
UserCPU time millis training
747.82