Run
7941207

Run 7941207

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.24045883199352
mlr.classif.xgboost(7)_gamma12.4138010118969
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight68.5742727810156
mlr.classif.xgboost(7)_subsample0.778549937787466
mlr.classif.xgboost(7)_colsample_bytree0.545359130389989
mlr.classif.xgboost(7)_colsample_bylevel0.929732685536146
mlr.classif.xgboost(7)_lambda0.00369229043658942
mlr.classif.xgboost(7)_alpha0.229038521878084
mlr.classif.xgboost(7)_nrounds1021
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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29081.3122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1878
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
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5872
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.2445
UserCPU time millis
1175.28
UserCPU time millis testing
0.44
UserCPU time millis training
1174.84