Run
7947800

Run 7947800

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0041133014007706
mlr.classif.xgboost(7)_gamma0.796230461942925
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.355766687979
mlr.classif.xgboost(7)_subsample0.231412596697919
mlr.classif.xgboost(7)_colsample_bytree0.410846585407853
mlr.classif.xgboost(7)_colsample_bylevel0.265029556304216
mlr.classif.xgboost(7)_lambda0.0717621020973198
mlr.classif.xgboost(7)_alpha12.7008472830162
mlr.classif.xgboost(7)_nrounds3698
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
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18746.9931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3044
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
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7508
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.3902
UserCPU time millis
1515.37
UserCPU time millis testing
1.65
UserCPU time millis training
1513.72