Run
7938706

Run 7938706

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.00397229134874946
mlr.classif.xgboost(7)_gamma345.499626175317
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight5.15840137320436
mlr.classif.xgboost(7)_subsample0.638204159517773
mlr.classif.xgboost(7)_colsample_bytree0.787832954898477
mlr.classif.xgboost(7)_colsample_bylevel0.638273925893009
mlr.classif.xgboost(7)_lambda0.0555806108779943
mlr.classif.xgboost(7)_alpha0.0813565562377668
mlr.classif.xgboost(7)_nrounds3058
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
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15518.3159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3407
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
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3909
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.7456
UserCPU time millis
5630.58
UserCPU time millis testing
0.79
UserCPU time millis training
5629.79