Run
7942733

Run 7942733

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00484722386376152
mlr.classif.xgboost(7)_gamma0.00746963845832287
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight14.6326828627052
mlr.classif.xgboost(7)_subsample0.998504058062099
mlr.classif.xgboost(7)_colsample_bytree0.224913110770285
mlr.classif.xgboost(7)_colsample_bylevel0.870578602701426
mlr.classif.xgboost(7)_lambda0.00125120449507434
mlr.classif.xgboost(7)_alpha0.00985878080767208
mlr.classif.xgboost(7)_nrounds3507
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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15722.1985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3361
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
0.7844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.1432
UserCPU time millis
602.78
UserCPU time millis testing
0.55
UserCPU time millis training
602.23