Run
7947281

Run 7947281

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)_eta0.00452379306703658
mlr.classif.xgboost(7)_gamma2.2376856650772
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight6.01341168562631
mlr.classif.xgboost(7)_subsample0.287454708735459
mlr.classif.xgboost(7)_colsample_bytree0.7338717373088
mlr.classif.xgboost(7)_colsample_bylevel0.407603640295565
mlr.classif.xgboost(7)_lambda0.0101327888079005
mlr.classif.xgboost(7)_alpha9.09849132987748
mlr.classif.xgboost(7)_nrounds1892
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
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24555.5914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2394
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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.5656
UserCPU time millis
2221.44
UserCPU time millis testing
2.26
UserCPU time millis training
2219.18