Run
7945215

Run 7945215

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)_eta0.0394878135181059
mlr.classif.xgboost(7)_gamma0.8684605664522
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight5.54874467126686
mlr.classif.xgboost(7)_subsample0.997204437269829
mlr.classif.xgboost(7)_colsample_bytree0.399663361348212
mlr.classif.xgboost(7)_colsample_bylevel0.752484451420605
mlr.classif.xgboost(7)_lambda0.0053069720555076
mlr.classif.xgboost(7)_alpha363.943278367396
mlr.classif.xgboost(7)_nrounds2416
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
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18490.8995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3074
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
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.6069
UserCPU time millis
509.23
UserCPU time millis testing
0.38
UserCPU time millis training
508.85