Run
7913946

Run 7913946

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0323765668490517
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight112.241807637102
mlr.classif.xgboost(9)_subsample0.573934111278504
mlr.classif.xgboost(9)_colsample_bytree0.210360413650051
mlr.classif.xgboost(9)_colsample_bylevel0.509072368731722
mlr.classif.xgboost(9)_lambda2.64792556368033
mlr.classif.xgboost(9)_alpha0.00378101990486927
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2178
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22572.8107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.26
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.0001
UserCPU time millis
1495.063
UserCPU time millis testing
28.687
UserCPU time millis training
1466.376