Run
7947970

Run 7947970

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)_eta0.00384272769997897
mlr.classif.xgboost(7)_gamma58.3439689822872
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.65816222415467
mlr.classif.xgboost(7)_subsample0.475795916258357
mlr.classif.xgboost(7)_colsample_bytree0.546955837309361
mlr.classif.xgboost(7)_colsample_bylevel0.207138767652214
mlr.classif.xgboost(7)_lambda0.00998571622020892
mlr.classif.xgboost(7)_alpha0.00438889592590758
mlr.classif.xgboost(7)_nrounds46
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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3926
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-519.8052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4918
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
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.492
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.2659
UserCPU time millis
13.71
UserCPU time millis testing
0.22
UserCPU time millis training
13.49