Run
7944342

Run 7944342

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0135621041095123
mlr.classif.xgboost(7)_gamma0.655989012055481
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.1115370875936
mlr.classif.xgboost(7)_subsample0.504644650849514
mlr.classif.xgboost(7)_colsample_bytree0.652245350554586
mlr.classif.xgboost(7)_colsample_bylevel0.281996087916195
mlr.classif.xgboost(7)_lambda0.00213474289443671
mlr.classif.xgboost(7)_alpha71.5896253396726
mlr.classif.xgboost(7)_nrounds4772
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
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22143.6468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2653
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
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7108
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.4427
UserCPU time millis
1846.88
UserCPU time millis testing
1.66
UserCPU time millis training
1845.22