Run
7941293

Run 7941293

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)_eta0.358918236423388
mlr.classif.xgboost(7)_gamma989.403877686868
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.090209305882
mlr.classif.xgboost(7)_subsample0.924217261490412
mlr.classif.xgboost(7)_colsample_bytree0.583239555545151
mlr.classif.xgboost(7)_colsample_bylevel0.605837263725698
mlr.classif.xgboost(7)_lambda0.00133482850026739
mlr.classif.xgboost(7)_alpha0.0180464371882572
mlr.classif.xgboost(7)_nrounds1200
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
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14955.6206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3459
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
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
219.2392
UserCPU time millis
2003.68
UserCPU time millis testing
0.4
UserCPU time millis training
2003.28