Run
7869102

Run 7869102

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.473490084780702
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight5.30969892055832
mlr.classif.xgboost(9)_subsample0.686458468041383
mlr.classif.xgboost(9)_colsample_bytree0.260708418441936
mlr.classif.xgboost(9)_colsample_bylevel0.558400592766702
mlr.classif.xgboost(9)_lambda283.362964456197
mlr.classif.xgboost(9)_alpha1.00817948239649
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds370
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24888.0154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234
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
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6681
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.8776
UserCPU time millis
284.195
UserCPU time millis testing
5.543
UserCPU time millis training
278.652