Run
7945296

Run 7945296

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)_eta0.0181183720130702
mlr.classif.xgboost(7)_gamma0.00343818141187272
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.09440563312667
mlr.classif.xgboost(7)_subsample0.793246681522578
mlr.classif.xgboost(7)_colsample_bytree0.764908745512366
mlr.classif.xgboost(7)_colsample_bylevel0.852594575472176
mlr.classif.xgboost(7)_lambda18.447041916572
mlr.classif.xgboost(7)_alpha0.156108660378802
mlr.classif.xgboost(7)_nrounds3200
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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33233.9986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1419
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
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.5318
UserCPU time millis
2610.21
UserCPU time millis testing
5.03
UserCPU time millis training
2605.18