Run
7939953

Run 7939953

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)_eta0.00178219247648052
mlr.classif.xgboost(7)_gamma0.756035999627524
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight71.9962828922182
mlr.classif.xgboost(7)_subsample0.730793782952242
mlr.classif.xgboost(7)_colsample_bytree0.959971030987799
mlr.classif.xgboost(7)_colsample_bylevel0.671734279952943
mlr.classif.xgboost(7)_lambda0.0280353045785654
mlr.classif.xgboost(7)_alpha0.241701181895821
mlr.classif.xgboost(7)_nrounds3273
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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19731.8974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2924
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
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7387
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
260.0471
UserCPU time millis
1241.31
UserCPU time millis testing
1.06
UserCPU time millis training
1240.25