Run
7944535

Run 7944535

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)_eta0.297475838841795
mlr.classif.xgboost(7)_gamma80.0152174885339
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight23.2425169841739
mlr.classif.xgboost(7)_subsample0.307294491445646
mlr.classif.xgboost(7)_colsample_bytree0.730727959610522
mlr.classif.xgboost(7)_colsample_bylevel0.261492214910686
mlr.classif.xgboost(7)_lambda0.0283548029170011
mlr.classif.xgboost(7)_alpha0.0164134188712933
mlr.classif.xgboost(7)_nrounds3551
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20883.1614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2791
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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.6432
UserCPU time millis
3211.32
UserCPU time millis testing
0.55
UserCPU time millis training
3210.77