Run
7944372

Run 7944372

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0511555429049009
mlr.classif.xgboost(7)_gamma2.36046627424733
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight5.01304373889224
mlr.classif.xgboost(7)_subsample0.735062047326937
mlr.classif.xgboost(7)_colsample_bytree0.330695440247655
mlr.classif.xgboost(7)_colsample_bylevel0.439639596454799
mlr.classif.xgboost(7)_lambda1.17025796847257
mlr.classif.xgboost(7)_alpha980.516861153935
mlr.classif.xgboost(7)_nrounds4366
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
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11827.5753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3812
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
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.5916
UserCPU time millis
862.84
UserCPU time millis testing
0.51
UserCPU time millis training
862.33