Run
7944645

Run 7944645

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)_eta0.00897703928812418
mlr.classif.xgboost(7)_gamma127.734263256732
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight103.106537926111
mlr.classif.xgboost(7)_subsample0.566272624093108
mlr.classif.xgboost(7)_colsample_bytree0.647275260463357
mlr.classif.xgboost(7)_colsample_bylevel0.942280319146812
mlr.classif.xgboost(7)_lambda0.00160250929959456
mlr.classif.xgboost(7)_alpha0.0541377653781126
mlr.classif.xgboost(7)_nrounds1477
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
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19006.3722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3017
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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.748
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.3279
UserCPU time millis
2578.57
UserCPU time millis testing
0.63
UserCPU time millis training
2577.94