Run
7947879

Run 7947879

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)_eta0.138750835929531
mlr.classif.xgboost(7)_gamma0.178549936124122
mlr.classif.xgboost(7)_min_child_weight13.0349046455261
mlr.classif.xgboost(7)_subsample0.573883158317767
mlr.classif.xgboost(7)_colsample_bytree0.552016785554588
mlr.classif.xgboost(7)_colsample_bylevel0.493348189815879
mlr.classif.xgboost(7)_lambda0.67690731125405
mlr.classif.xgboost(7)_alpha0.071368791159303
mlr.classif.xgboost(7)_nrounds2146
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
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34078.0435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1295
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
223.1169
UserCPU time millis
1074.6
UserCPU time millis testing
1.5
UserCPU time millis training
1073.1