Run
7941277

Run 7941277

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0093623165008624
mlr.classif.xgboost(7)_gamma0.11783241401222
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight22.2838839333957
mlr.classif.xgboost(7)_subsample0.195791219174862
mlr.classif.xgboost(7)_colsample_bytree0.623307280242443
mlr.classif.xgboost(7)_colsample_bylevel0.815729406476021
mlr.classif.xgboost(7)_lambda493.943385019489
mlr.classif.xgboost(7)_alpha549.77020677018
mlr.classif.xgboost(7)_nrounds2765
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
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7173.1716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4289
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
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
200.7407
UserCPU time millis
636.22
UserCPU time millis testing
0.46
UserCPU time millis training
635.76