Run
7944590

Run 7944590

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)_eta0.104887137550372
mlr.classif.xgboost(7)_gamma0.00264485835550553
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight7.15847001610446
mlr.classif.xgboost(7)_subsample0.895929729891941
mlr.classif.xgboost(7)_colsample_bytree0.228182084858418
mlr.classif.xgboost(7)_colsample_bylevel0.362274378538132
mlr.classif.xgboost(7)_lambda14.0967903515779
mlr.classif.xgboost(7)_alpha0.0206892525036433
mlr.classif.xgboost(7)_nrounds1407
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24363.7275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
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
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.8393
UserCPU time millis
408.88
UserCPU time millis testing
0.53
UserCPU time millis training
408.35