Run
7946431

Run 7946431

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)_eta0.17437903740132
mlr.classif.xgboost(7)_gamma0.0118078663479944
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight16.5800795087522
mlr.classif.xgboost(7)_subsample0.659671234874986
mlr.classif.xgboost(7)_colsample_bytree0.220534044317901
mlr.classif.xgboost(7)_colsample_bylevel0.490570044331253
mlr.classif.xgboost(7)_lambda0.0129730944889404
mlr.classif.xgboost(7)_alpha0.00169902189549376
mlr.classif.xgboost(7)_nrounds532
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
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27959.2857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2003
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
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.4463
UserCPU time millis
213.02
UserCPU time millis testing
0.33
UserCPU time millis training
212.69