Run
7945227

Run 7945227

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)_eta0.011220081741999
mlr.classif.xgboost(7)_gamma2.25891846405085
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight6.06594668670907
mlr.classif.xgboost(7)_subsample0.812175184977241
mlr.classif.xgboost(7)_colsample_bytree0.533830734156072
mlr.classif.xgboost(7)_colsample_bylevel0.291872061043978
mlr.classif.xgboost(7)_lambda0.00283771501814768
mlr.classif.xgboost(7)_alpha9.26210320846903
mlr.classif.xgboost(7)_nrounds2287
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27219.2759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2099
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
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.2865
UserCPU time millis
1776.1
UserCPU time millis testing
2.95
UserCPU time millis training
1773.15