Run
7944542

Run 7944542

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0114812678593291
mlr.classif.xgboost(7)_gamma0.180209151662537
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight53.0823823707317
mlr.classif.xgboost(7)_subsample0.390104838437401
mlr.classif.xgboost(7)_colsample_bytree0.637130198441446
mlr.classif.xgboost(7)_colsample_bylevel0.98204448428005
mlr.classif.xgboost(7)_lambda0.324794135912492
mlr.classif.xgboost(7)_alpha63.8499659246647
mlr.classif.xgboost(7)_nrounds1996
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22065.4206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2663
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
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7125
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.588
UserCPU time millis
901.51
UserCPU time millis testing
0.93
UserCPU time millis training
900.58