Run
7945254

Run 7945254

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.662051590441076
mlr.classif.xgboost(7)_gamma0.732915916031898
mlr.classif.xgboost(7)_min_child_weight33.2980252077384
mlr.classif.xgboost(7)_subsample0.806001545954496
mlr.classif.xgboost(7)_colsample_bytree0.81235759165138
mlr.classif.xgboost(7)_colsample_bylevel0.291034703329206
mlr.classif.xgboost(7)_lambda418.447251002468
mlr.classif.xgboost(7)_alpha2.21692702442646
mlr.classif.xgboost(7)_nrounds3337
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
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31858.5846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5395
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.1278
UserCPU time millis
1808.32
UserCPU time millis testing
1.69
UserCPU time millis training
1806.63