Run
7944510

Run 7944510

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)_eta0.261727606992172
mlr.classif.xgboost(7)_gamma782.293763473923
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.44888516181735
mlr.classif.xgboost(7)_subsample0.937414618744515
mlr.classif.xgboost(7)_colsample_bytree0.56972490735352
mlr.classif.xgboost(7)_colsample_bylevel0.482870874553919
mlr.classif.xgboost(7)_lambda28.6092036581272
mlr.classif.xgboost(7)_alpha270.312496770565
mlr.classif.xgboost(7)_nrounds4924
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
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11812.2647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3808
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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.1817
UserCPU time millis
1162.7
UserCPU time millis testing
0.49
UserCPU time millis training
1162.21