Run
7946403

Run 7946403

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)_eta0.0205658286111334
mlr.classif.xgboost(7)_gamma161.530604517935
mlr.classif.xgboost(7)_min_child_weight1.5081336604898
mlr.classif.xgboost(7)_subsample0.286993154417723
mlr.classif.xgboost(7)_colsample_bytree0.805488109961152
mlr.classif.xgboost(7)_colsample_bylevel0.424371236376464
mlr.classif.xgboost(7)_lambda0.195085215954822
mlr.classif.xgboost(7)_alpha3.26407853762745
mlr.classif.xgboost(7)_nrounds3112
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
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16406.7383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3305
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
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7809
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.0096
UserCPU time millis
1829.54
UserCPU time millis testing
0.43
UserCPU time millis training
1829.11