Run
7944536

Run 7944536

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)_eta0.0209623697181145
mlr.classif.xgboost(7)_gamma12.4398570950039
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight6.362944092681
mlr.classif.xgboost(7)_subsample0.407474440755323
mlr.classif.xgboost(7)_colsample_bytree0.291565211117268
mlr.classif.xgboost(7)_colsample_bylevel0.250442713871598
mlr.classif.xgboost(7)_lambda0.0111087425398168
mlr.classif.xgboost(7)_alpha0.429068781774998
mlr.classif.xgboost(7)_nrounds2454
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
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23556.3698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2502
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
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.2536
UserCPU time millis
940.35
UserCPU time millis testing
0.79
UserCPU time millis training
939.56