Run
7944362

Run 7944362

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)_eta0.0577210998777569
mlr.classif.xgboost(7)_gamma57.3542071105187
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight45.7098398118887
mlr.classif.xgboost(7)_subsample0.110541643854231
mlr.classif.xgboost(7)_colsample_bytree0.598218004032969
mlr.classif.xgboost(7)_colsample_bylevel0.690164780430496
mlr.classif.xgboost(7)_lambda54.7567280302875
mlr.classif.xgboost(7)_alpha0.0402389891567761
mlr.classif.xgboost(7)_nrounds1425
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
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16267.3006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3317
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
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7869
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.0907
UserCPU time millis
810.65
UserCPU time millis testing
0.34
UserCPU time millis training
810.31