Run
7942747

Run 7942747

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.549417350209914
mlr.classif.xgboost(7)_gamma0.0063242337506892
mlr.classif.xgboost(7)_min_child_weight2.24506951925278
mlr.classif.xgboost(7)_subsample0.66656149351038
mlr.classif.xgboost(7)_colsample_bytree0.441590738110244
mlr.classif.xgboost(7)_colsample_bylevel0.83313060104847
mlr.classif.xgboost(7)_lambda0.000996125709610942
mlr.classif.xgboost(7)_alpha65.227043924649
mlr.classif.xgboost(7)_nrounds2281
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26143.3768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2198
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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6474
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.4471
UserCPU time millis
619.02
UserCPU time millis testing
0.52
UserCPU time millis training
618.5