Run
7947136

Run 7947136

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.482078200374162
mlr.classif.xgboost(7)_gamma0.410277802621283
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight9.11005685137778
mlr.classif.xgboost(7)_subsample0.472047780198045
mlr.classif.xgboost(7)_colsample_bytree0.715257767960429
mlr.classif.xgboost(7)_colsample_bylevel0.355438657477498
mlr.classif.xgboost(7)_lambda206.512637225952
mlr.classif.xgboost(7)_alpha40.3624383783555
mlr.classif.xgboost(7)_nrounds1049
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
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26052.7959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2206
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
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.65
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
217.0594
UserCPU time millis
411.97
UserCPU time millis testing
0.42
UserCPU time millis training
411.55