Run
7939965

Run 7939965

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.123098972917563
mlr.classif.xgboost(7)_gamma0.0499895231438291
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.9277733212298
mlr.classif.xgboost(7)_subsample0.584566256008111
mlr.classif.xgboost(7)_colsample_bytree0.987991518527269
mlr.classif.xgboost(7)_colsample_bylevel0.411623156815767
mlr.classif.xgboost(7)_lambda1.95832837559959
mlr.classif.xgboost(7)_alpha0.0133696472878134
mlr.classif.xgboost(7)_nrounds2781
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37698.434
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.086
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
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4467
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.4529
UserCPU time millis
2712.11
UserCPU time millis testing
4.82
UserCPU time millis training
2707.29