Run
7947907

Run 7947907

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.607419579217883
mlr.classif.xgboost(7)_gamma23.6304598350541
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight77.2069420992057
mlr.classif.xgboost(7)_subsample0.678420750750229
mlr.classif.xgboost(7)_colsample_bytree0.32264104578644
mlr.classif.xgboost(7)_colsample_bylevel0.302573944814503
mlr.classif.xgboost(7)_lambda0.509093214960185
mlr.classif.xgboost(7)_alpha0.00525282211031067
mlr.classif.xgboost(7)_nrounds3293
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
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26393.1104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2163
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
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
161.8915
UserCPU time millis
2947.68
UserCPU time millis testing
0.5
UserCPU time millis training
2947.18