Run
7945699

Run 7945699

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00774924908229885
mlr.classif.xgboost(7)_gamma0.00633214920772771
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight54.2145340936787
mlr.classif.xgboost(7)_subsample0.68224671005737
mlr.classif.xgboost(7)_colsample_bytree0.280728572793305
mlr.classif.xgboost(7)_colsample_bylevel0.849416044913232
mlr.classif.xgboost(7)_lambda2.03312813332651
mlr.classif.xgboost(7)_alpha801.046764105476
mlr.classif.xgboost(7)_nrounds4296
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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12405.6077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3748
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
0.7732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.4332
Total cost
UserCPU time millis
723.56
UserCPU time millis testing
0.53
UserCPU time millis training
723.03