Run
7938751

Run 7938751

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0198475938501905
mlr.classif.xgboost(7)_gamma0.0056110142912745
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight79.2995412089555
mlr.classif.xgboost(7)_subsample0.574519253824837
mlr.classif.xgboost(7)_colsample_bytree0.609218601882458
mlr.classif.xgboost(7)_colsample_bylevel0.599082258157432
mlr.classif.xgboost(7)_lambda0.107843469399803
mlr.classif.xgboost(7)_alpha0.00840775417610119
mlr.classif.xgboost(7)_nrounds1383
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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25080.5778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2322
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
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.2908
UserCPU time millis
818.48
UserCPU time millis testing
0.84
UserCPU time millis training
817.64