Run
7944641

Run 7944641

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)_eta0.021779175043252
mlr.classif.xgboost(7)_gamma0.00679316403869678
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.6530666190912
mlr.classif.xgboost(7)_subsample0.311331693362445
mlr.classif.xgboost(7)_colsample_bytree0.204439505934715
mlr.classif.xgboost(7)_colsample_bylevel0.698143186792731
mlr.classif.xgboost(7)_lambda0.00150851898864496
mlr.classif.xgboost(7)_alpha51.9748651034694
mlr.classif.xgboost(7)_nrounds4895
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
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20373.254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2848
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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5829
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.3577
UserCPU time millis
1178.69
UserCPU time millis testing
1.22
UserCPU time millis training
1177.47