Run
7938785

Run 7938785

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)_eta0.00472047994968875
mlr.classif.xgboost(7)_gamma0.0263146826530517
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight4.07065717165557
mlr.classif.xgboost(7)_subsample0.700089601776563
mlr.classif.xgboost(7)_colsample_bytree0.659219690412283
mlr.classif.xgboost(7)_colsample_bylevel0.711943580210209
mlr.classif.xgboost(7)_lambda0.0893980584173074
mlr.classif.xgboost(7)_alpha6.82210620517085
mlr.classif.xgboost(7)_nrounds2657
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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21926.2592
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3495
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.1796
UserCPU time millis
911.57
UserCPU time millis testing
0.85
UserCPU time millis training
910.72