Run
7947975

Run 7947975

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)_eta0.0015176785721089
mlr.classif.xgboost(7)_gamma0.0435762795481383
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.73158266435304
mlr.classif.xgboost(7)_subsample0.755055326572619
mlr.classif.xgboost(7)_colsample_bytree0.632080922834575
mlr.classif.xgboost(7)_colsample_bylevel0.401088795624673
mlr.classif.xgboost(7)_lambda151.122395734729
mlr.classif.xgboost(7)_alpha137.622630628902
mlr.classif.xgboost(7)_nrounds3413
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
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16849.997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3268
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
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7703
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.9792
UserCPU time millis
2187.78
UserCPU time millis testing
2.46
UserCPU time millis training
2185.32