Run
7941194

Run 7941194

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00477327142186312
mlr.classif.xgboost(7)_gamma0.104725145566662
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight24.4677204432762
mlr.classif.xgboost(7)_subsample0.53071394530125
mlr.classif.xgboost(7)_colsample_bytree0.891913199983537
mlr.classif.xgboost(7)_colsample_bylevel0.348824606277049
mlr.classif.xgboost(7)_lambda0.106202466867851
mlr.classif.xgboost(7)_alpha1.30637772366103
mlr.classif.xgboost(7)_nrounds4233
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
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29236.33
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1865
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
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5804
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0679
UserCPU time millis
4661.81
UserCPU time millis testing
7.57
UserCPU time millis training
4654.24