Run
7944579

Run 7944579

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00471749748746449
mlr.classif.xgboost(7)_gamma8.89805579401361
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight4.59173556633155
mlr.classif.xgboost(7)_subsample0.917821133439429
mlr.classif.xgboost(7)_colsample_bytree0.917010779865086
mlr.classif.xgboost(7)_colsample_bylevel0.491470433585346
mlr.classif.xgboost(7)_lambda122.39313107275
mlr.classif.xgboost(7)_alpha14.4729011123346
mlr.classif.xgboost(7)_nrounds1853
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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23519.7827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2507
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
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.1271
UserCPU time millis
1944.74
UserCPU time millis testing
3.03
UserCPU time millis training
1941.71