Run
7941264

Run 7941264

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00190847595107766
mlr.classif.xgboost(7)_gamma64.7851701772687
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight40.6558995238216
mlr.classif.xgboost(7)_subsample0.800666385376826
mlr.classif.xgboost(7)_colsample_bytree0.60750514883548
mlr.classif.xgboost(7)_colsample_bylevel0.559088667854667
mlr.classif.xgboost(7)_lambda0.0171505409669364
mlr.classif.xgboost(7)_alpha135.386820731694
mlr.classif.xgboost(7)_nrounds3795
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
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17614.9344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3171
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
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.0953
UserCPU time millis
1778.33
UserCPU time millis testing
1.5
UserCPU time millis training
1776.83