Run
7939952

Run 7939952

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)_eta0.543022660984536
mlr.classif.xgboost(7)_gamma70.8088397788876
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight10.8694697020552
mlr.classif.xgboost(7)_subsample0.554187466599979
mlr.classif.xgboost(7)_colsample_bytree0.263043971918523
mlr.classif.xgboost(7)_colsample_bylevel0.729370897077024
mlr.classif.xgboost(7)_lambda0.814650459116993
mlr.classif.xgboost(7)_alpha0.0383437123615475
mlr.classif.xgboost(7)_nrounds4663
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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24912.5589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2342
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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.6032
UserCPU time millis
4610.92
UserCPU time millis testing
0.75
UserCPU time millis training
4610.17