Run
7945221

Run 7945221

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)_eta0.0864545531549149
mlr.classif.xgboost(7)_gamma0.00695708291666832
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight17.5344194762273
mlr.classif.xgboost(7)_subsample0.537602449813858
mlr.classif.xgboost(7)_colsample_bytree0.77205008585006
mlr.classif.xgboost(7)_colsample_bylevel0.434864074550569
mlr.classif.xgboost(7)_lambda3.02633455800636
mlr.classif.xgboost(7)_alpha0.00147433458085878
mlr.classif.xgboost(7)_nrounds3260
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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35850.3087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1084
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.686
UserCPU time millis
3508.42
UserCPU time millis testing
5.66
UserCPU time millis training
3502.76