Run
7941140

Run 7941140

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.325772950574888
mlr.classif.xgboost(7)_gamma0.138832632927285
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight58.2531903380347
mlr.classif.xgboost(7)_subsample0.566415303363465
mlr.classif.xgboost(7)_colsample_bytree0.938066639564932
mlr.classif.xgboost(7)_colsample_bylevel0.329575518146157
mlr.classif.xgboost(7)_lambda28.1775106256655
mlr.classif.xgboost(7)_alpha4.81153735265583
mlr.classif.xgboost(7)_nrounds640
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
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27067.8067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2093
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
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.8227
UserCPU time millis
218.8
UserCPU time millis testing
0.32
UserCPU time millis training
218.48