Run
7946123

Run 7946123

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.932246202056599
mlr.classif.xgboost(7)_gamma19.1691822712421
mlr.classif.xgboost(7)_min_child_weight2.02052398672347
mlr.classif.xgboost(7)_subsample0.703977497061715
mlr.classif.xgboost(7)_colsample_bytree0.215893592126668
mlr.classif.xgboost(7)_colsample_bylevel0.87699778880924
mlr.classif.xgboost(7)_lambda0.454489601845603
mlr.classif.xgboost(7)_alpha45.8117023070402
mlr.classif.xgboost(7)_nrounds4871
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23708.6244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2459
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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6991
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.1363
UserCPU time millis
1938.68
UserCPU time millis testing
0.52
UserCPU time millis training
1938.16