Run
7947938

Run 7947938

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00899151243949834
mlr.classif.xgboost(7)_gamma148.268819346967
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight9.09534040052979
mlr.classif.xgboost(7)_subsample0.459962983755395
mlr.classif.xgboost(7)_colsample_bytree0.888579339161515
mlr.classif.xgboost(7)_colsample_bylevel0.35322834700346
mlr.classif.xgboost(7)_lambda0.0311482920288225
mlr.classif.xgboost(7)_alpha297.398736214172
mlr.classif.xgboost(7)_nrounds2374
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
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12077.321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3786
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
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.8671
UserCPU time millis
759.89
UserCPU time millis testing
0.32
UserCPU time millis training
759.57