Run
7942790

Run 7942790

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)_eta0.794362657023423
mlr.classif.xgboost(7)_gamma1.60105086730868
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight17.7313633573203
mlr.classif.xgboost(7)_subsample0.356307390285656
mlr.classif.xgboost(7)_colsample_bytree0.794234447740019
mlr.classif.xgboost(7)_colsample_bylevel0.37520936857909
mlr.classif.xgboost(7)_lambda1.35696561029354
mlr.classif.xgboost(7)_alpha0.0240886416335795
mlr.classif.xgboost(7)_nrounds1832
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
0.9604
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34732.8183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.116
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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.349
UserCPU time millis
1265.03
UserCPU time millis testing
1.3
UserCPU time millis training
1263.73