Run
7939932

Run 7939932

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.615204379413154
mlr.classif.xgboost(7)_gamma4.78984828550289
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight30.8695609605815
mlr.classif.xgboost(7)_subsample0.270327089657076
mlr.classif.xgboost(7)_colsample_bytree0.72091122623533
mlr.classif.xgboost(7)_colsample_bylevel0.219323220103979
mlr.classif.xgboost(7)_lambda0.0605247562994197
mlr.classif.xgboost(7)_alpha0.0171831321721508
mlr.classif.xgboost(7)_nrounds4801
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
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31685.1512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1536
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
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.4894
UserCPU time millis
1587.99
UserCPU time millis testing
1.59
UserCPU time millis training
1586.4