Run
7947229

Run 7947229

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00220512436200248
mlr.classif.xgboost(7)_gamma0.00112653738438931
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight3.85488091974194
mlr.classif.xgboost(7)_subsample0.486779844015837
mlr.classif.xgboost(7)_colsample_bytree0.233512872830033
mlr.classif.xgboost(7)_colsample_bylevel0.88854507394135
mlr.classif.xgboost(7)_lambda0.0384071145135049
mlr.classif.xgboost(7)_alpha86.5077249106413
mlr.classif.xgboost(7)_nrounds1774
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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12463.4841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3745
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
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8224
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.4264
UserCPU time millis
812.84
UserCPU time millis testing
2.16
UserCPU time millis training
810.68