Run
7945208

Run 7945208

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.172640933742766
mlr.classif.xgboost(7)_gamma10.9553772959392
mlr.classif.xgboost(7)_min_child_weight1.54425464572674
mlr.classif.xgboost(7)_subsample0.134650167031214
mlr.classif.xgboost(7)_colsample_bytree0.276185395941138
mlr.classif.xgboost(7)_colsample_bylevel0.808711704611778
mlr.classif.xgboost(7)_lambda0.0142684899674444
mlr.classif.xgboost(7)_alpha0.00152165857371319
mlr.classif.xgboost(7)_nrounds4559
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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28744.4216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1911
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
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.8608
UserCPU time millis
2457.62
UserCPU time millis testing
0.67
UserCPU time millis training
2456.95