OpenML
7938250

Run 7938250

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0848804654951067
mlr.classif.xgboost(7)_gamma0.00611714526357804
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight44.0713501495201
mlr.classif.xgboost(7)_subsample0.508673404227011
mlr.classif.xgboost(7)_colsample_bytree0.689407311007381
mlr.classif.xgboost(7)_colsample_bylevel0.923082535900176
mlr.classif.xgboost(7)_lambda3.86979192700883
mlr.classif.xgboost(7)_alpha1.30024053405868
mlr.classif.xgboost(7)_nrounds4290
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34480.7126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1251
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
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.1192
UserCPU time millis
4181.45
UserCPU time millis testing
6.11
UserCPU time millis training
4175.34