Run
7941710

Run 7941710

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00485924966071376
mlr.classif.xgboost(7)_gamma0.0303716054861353
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.67738435807533
mlr.classif.xgboost(7)_subsample0.431492650602013
mlr.classif.xgboost(7)_colsample_bytree0.568842802196741
mlr.classif.xgboost(7)_colsample_bylevel0.956748106703162
mlr.classif.xgboost(7)_lambda7.7590632862268
mlr.classif.xgboost(7)_alpha0.0149686052655007
mlr.classif.xgboost(7)_nrounds2018
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27971.5089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2027
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
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.346
UserCPU time millis
2061.07
UserCPU time millis testing
4.89
UserCPU time millis training
2056.18