Run
7942717

Run 7942717

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.235609125570835
mlr.classif.xgboost(7)_gamma2.28934738067898
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight10.4255150129673
mlr.classif.xgboost(7)_subsample0.613661850849166
mlr.classif.xgboost(7)_colsample_bytree0.630666509456933
mlr.classif.xgboost(7)_colsample_bylevel0.740884857997298
mlr.classif.xgboost(7)_lambda117.761595040582
mlr.classif.xgboost(7)_alpha4.86791675353148
mlr.classif.xgboost(7)_nrounds3140
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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29899.675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1783
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
0.8907
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.5524
UserCPU time millis
1722.36
UserCPU time millis testing
1
UserCPU time millis training
1721.36