Run
7939954

Run 7939954

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0123165615382068
mlr.classif.xgboost(7)_gamma24.9385412299771
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight37.599150695819
mlr.classif.xgboost(7)_subsample0.553647505235858
mlr.classif.xgboost(7)_colsample_bytree0.650157561898232
mlr.classif.xgboost(7)_colsample_bylevel0.265373099036515
mlr.classif.xgboost(7)_lambda0.0540059836580238
mlr.classif.xgboost(7)_alpha4.73672455336666
mlr.classif.xgboost(7)_nrounds3105
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23718.4051
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2481
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
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6818
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.8256
UserCPU time millis
2465.16
UserCPU time millis testing
0.9
UserCPU time millis training
2464.26