Run
7946319

Run 7946319

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)_eta0.0100898599239953
mlr.classif.xgboost(7)_gamma4.13659669295758
mlr.classif.xgboost(7)_min_child_weight41.8958949804216
mlr.classif.xgboost(7)_subsample0.184859862085432
mlr.classif.xgboost(7)_colsample_bytree0.961942138522863
mlr.classif.xgboost(7)_colsample_bylevel0.325163227319717
mlr.classif.xgboost(7)_lambda996.917120028743
mlr.classif.xgboost(7)_alpha20.2525822234296
mlr.classif.xgboost(7)_nrounds1826
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
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17048.5836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3233
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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.6677
UserCPU time millis
925.71
UserCPU time millis testing
0.77
UserCPU time millis training
924.94