Run
7942738

Run 7942738

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00147459496383454
mlr.classif.xgboost(7)_gamma8.23411448172895
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight40.0803113674811
mlr.classif.xgboost(7)_subsample0.589141413918696
mlr.classif.xgboost(7)_colsample_bytree0.220453918166459
mlr.classif.xgboost(7)_colsample_bylevel0.680909691005945
mlr.classif.xgboost(7)_lambda1.71361599786979
mlr.classif.xgboost(7)_alpha6.49242567274551
mlr.classif.xgboost(7)_nrounds3369
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
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16446.4861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3319
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
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
238.4629
UserCPU time millis
1803.4
UserCPU time millis testing
2.79
UserCPU time millis training
1800.61