Run
7901016

Run 7901016

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00963242059229821
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight13.6047687562298
mlr.classif.xgboost(9)_subsample0.453974403114989
mlr.classif.xgboost(9)_colsample_bytree0.591827973956242
mlr.classif.xgboost(9)_colsample_bylevel0.257098558824509
mlr.classif.xgboost(9)_lambda0.0243442945651076
mlr.classif.xgboost(9)_alpha0.490830151753841
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds843
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24070.5705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2453
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6658
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.2997
UserCPU time millis
1223.849
UserCPU time millis testing
24.502
UserCPU time millis training
1199.347