Run
7944528

Run 7944528

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.327407048807677
mlr.classif.xgboost(7)_gamma7.13203336071752
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight54.7669643122166
mlr.classif.xgboost(7)_subsample0.833906535664573
mlr.classif.xgboost(7)_colsample_bytree0.684142217412591
mlr.classif.xgboost(7)_colsample_bylevel0.844517908804119
mlr.classif.xgboost(7)_lambda42.1833314058881
mlr.classif.xgboost(7)_alpha27.6165864055385
mlr.classif.xgboost(7)_nrounds3993
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
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23926.4008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2446
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
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.2991
UserCPU time millis
1013.6
UserCPU time millis testing
0.43
UserCPU time millis training
1013.17