Run
7944635

Run 7944635

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)_eta0.0708730240417249
mlr.classif.xgboost(7)_gamma0.0036849912218924
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight42.4976472838403
mlr.classif.xgboost(7)_subsample0.62258303288836
mlr.classif.xgboost(7)_colsample_bytree0.528104242682457
mlr.classif.xgboost(7)_colsample_bylevel0.875205977633595
mlr.classif.xgboost(7)_lambda6.32231947738319
mlr.classif.xgboost(7)_alpha0.00217004823335845
mlr.classif.xgboost(7)_nrounds3726
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33637.8172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1352
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
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.6516
UserCPU time millis
2919.46
UserCPU time millis testing
4.54
UserCPU time millis training
2914.92