OpenML
7938248

Run 7938248

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00257259524338157
mlr.classif.xgboost(7)_gamma51.366192015406
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight7.43956541932306
mlr.classif.xgboost(7)_subsample0.164119103574194
mlr.classif.xgboost(7)_colsample_bytree0.312997238524258
mlr.classif.xgboost(7)_colsample_bylevel0.494294160418212
mlr.classif.xgboost(7)_lambda0.00407830439442175
mlr.classif.xgboost(7)_alpha0.0219697604761602
mlr.classif.xgboost(7)_nrounds3600
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13136.1351
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3652
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.8535
UserCPU time millis
838
UserCPU time millis testing
0.59
UserCPU time millis training
837.41