Run
7944575

Run 7944575

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)_eta0.679845792699777
mlr.classif.xgboost(7)_gamma17.9148760688264
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight17.6743276835988
mlr.classif.xgboost(7)_subsample0.40947746897582
mlr.classif.xgboost(7)_colsample_bytree0.671204630471766
mlr.classif.xgboost(7)_colsample_bylevel0.330915943346918
mlr.classif.xgboost(7)_lambda0.00448975558108374
mlr.classif.xgboost(7)_alpha0.0136576561616945
mlr.classif.xgboost(7)_nrounds3559
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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28379.3716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1936
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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.3716
UserCPU time millis
1369.34
UserCPU time millis testing
0.49
UserCPU time millis training
1368.85