Run
7851878

Run 7851878

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)_eta0.0421137076826388
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight71.3584705549843
mlr.classif.xgboost(9)_subsample0.967512015090324
mlr.classif.xgboost(9)_colsample_bytree0.961012230021879
mlr.classif.xgboost(9)_colsample_bylevel0.276538505684584
mlr.classif.xgboost(9)_lambda0.0112822913229087
mlr.classif.xgboost(9)_alpha134.839741527112
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds326
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
0.898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20845.1897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2808
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
0.8198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.0465
UserCPU time millis
367.052
UserCPU time millis testing
5.163
UserCPU time millis training
361.889