Run
7941177

Run 7941177

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.161606334856949
mlr.classif.xgboost(7)_gamma583.215763784893
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight29.8436167441905
mlr.classif.xgboost(7)_subsample0.985886105941609
mlr.classif.xgboost(7)_colsample_bytree0.407732127048075
mlr.classif.xgboost(7)_colsample_bylevel0.24460995811969
mlr.classif.xgboost(7)_lambda0.00314251427519123
mlr.classif.xgboost(7)_alpha0.00484487048009053
mlr.classif.xgboost(7)_nrounds2923
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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16222.865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3322
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
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.8747
UserCPU time millis
1513.63
UserCPU time millis testing
0.43
UserCPU time millis training
1513.2