Run
7945283

Run 7945283

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.110035844832139
mlr.classif.xgboost(7)_gamma6.912780554141
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight6.58799104103907
mlr.classif.xgboost(7)_subsample0.563965380145237
mlr.classif.xgboost(7)_colsample_bytree0.860235945880413
mlr.classif.xgboost(7)_colsample_bylevel0.314365751482546
mlr.classif.xgboost(7)_lambda1.81642411996907
mlr.classif.xgboost(7)_alpha0.000985891806563856
mlr.classif.xgboost(7)_nrounds1047
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32443.2881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1502
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
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.7437
UserCPU time millis
1338.76
UserCPU time millis testing
0.69
UserCPU time millis training
1338.07