Run
7945237

Run 7945237

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)_eta0.00314106123980886
mlr.classif.xgboost(7)_gamma0.0510488081416395
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight6.1761066700875
mlr.classif.xgboost(7)_subsample0.61110811252147
mlr.classif.xgboost(7)_colsample_bytree0.868885133042932
mlr.classif.xgboost(7)_colsample_bylevel0.761372696049512
mlr.classif.xgboost(7)_lambda509.483945703941
mlr.classif.xgboost(7)_alpha200.308761768797
mlr.classif.xgboost(7)_nrounds4648
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19282.3196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2991
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
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6121
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3676
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.271
UserCPU time millis
2803.15
UserCPU time millis testing
3.26
UserCPU time millis training
2799.89