Run
7947188

Run 7947188

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0262467823189205
mlr.classif.xgboost(7)_gamma0.00177528314354779
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight2.04488683653288
mlr.classif.xgboost(7)_subsample0.609582487749867
mlr.classif.xgboost(7)_colsample_bytree0.417537919990718
mlr.classif.xgboost(7)_colsample_bylevel0.268364968895912
mlr.classif.xgboost(7)_lambda20.5520441643912
mlr.classif.xgboost(7)_alpha0.0815973779716578
mlr.classif.xgboost(7)_nrounds4582
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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24877.7485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
217.3929
UserCPU time millis
1364.19
UserCPU time millis testing
1.75
UserCPU time millis training
1362.44