Run
7942791

Run 7942791

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.104216346850583
mlr.classif.xgboost(7)_gamma0.00537035727425652
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.90127024568266
mlr.classif.xgboost(7)_subsample0.620174107025377
mlr.classif.xgboost(7)_colsample_bytree0.658758907206357
mlr.classif.xgboost(7)_colsample_bylevel0.584127388335764
mlr.classif.xgboost(7)_lambda0.00136816208942482
mlr.classif.xgboost(7)_alpha1.5697682697012
mlr.classif.xgboost(7)_nrounds3903
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37795.975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0852
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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4394
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.9528
UserCPU time millis
3505.31
UserCPU time millis testing
10.25
UserCPU time millis training
3495.06