Run
7945230

Run 7945230

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.462570385813246
mlr.classif.xgboost(7)_gamma37.3752691100657
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight16.5426493398504
mlr.classif.xgboost(7)_subsample0.728281535464339
mlr.classif.xgboost(7)_colsample_bytree0.622207223437726
mlr.classif.xgboost(7)_colsample_bylevel0.517296561412513
mlr.classif.xgboost(7)_lambda1.10988428498649
mlr.classif.xgboost(7)_alpha0.0784152839711644
mlr.classif.xgboost(7)_nrounds4692
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
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26832.2217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2127
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6279
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
223.0085
UserCPU time millis
2048.28
UserCPU time millis testing
0.65
UserCPU time millis training
2047.63