Run
7938272

Run 7938272

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.103951499347617
mlr.classif.xgboost(7)_gamma19.7821480126897
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight11.774682090437
mlr.classif.xgboost(7)_subsample0.44065290086437
mlr.classif.xgboost(7)_colsample_bytree0.60829589124769
mlr.classif.xgboost(7)_colsample_bylevel0.407642750069499
mlr.classif.xgboost(7)_lambda0.0129684873806714
mlr.classif.xgboost(7)_alpha616.891921745534
mlr.classif.xgboost(7)_nrounds2100
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
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11215.2936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.388
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
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.9449
UserCPU time millis
493.61
UserCPU time millis testing
0.32
UserCPU time millis training
493.29