Run
7942737

Run 7942737

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0592618851130157
mlr.classif.xgboost(7)_gamma1.2352931811183
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight26.7161539643755
mlr.classif.xgboost(7)_subsample0.358001894690096
mlr.classif.xgboost(7)_colsample_bytree0.222770727612078
mlr.classif.xgboost(7)_colsample_bylevel0.359247020818293
mlr.classif.xgboost(7)_lambda0.00543823537296501
mlr.classif.xgboost(7)_alpha92.566000330692
mlr.classif.xgboost(7)_nrounds2308
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
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19483.7867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2954
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
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3693
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7472
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.8656
UserCPU time millis
485.73
UserCPU time millis testing
0.48
UserCPU time millis training
485.25