Run
7941735

Run 7941735

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)_eta0.0132494939599663
mlr.classif.xgboost(7)_gamma236.855146860091
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight11.8254816212298
mlr.classif.xgboost(7)_subsample0.260361995222047
mlr.classif.xgboost(7)_colsample_bytree0.886219336278737
mlr.classif.xgboost(7)_colsample_bylevel0.43486875705421
mlr.classif.xgboost(7)_lambda24.8333557859051
mlr.classif.xgboost(7)_alpha0.0154916636703445
mlr.classif.xgboost(7)_nrounds1764
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
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13579.2748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3619
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
213.0961
UserCPU time millis
1956.87
UserCPU time millis testing
0.35
UserCPU time millis training
1956.52