2026-10-10T07:19:43Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34049696 2026-10-01T17:52:10Z category_13 category_734 category_931 category_811 category_128 category_132 portal_5 item_type_3 month_year_10_2026

<p>Strategy-specific XGBoost performance with full and Level 1 feature sets ^a.</p> Xiaojing Fan (464555) Genetics Biological Sciences not elsewhere classified Information Systems not elsewhere classified Mathematical Sciences not elsewhere classified Hematology Infectious Diseases revised classifier specification reusable audit protocol raw ctgan failed patterns later reported observed marginal effects layer neural network 30 group splits worsened dependence fidelity risk method development guided simulation framework div >< p administrative audit data enforces specified income level accounting identities xgboost achieved 0 auc remained 0 risk data xgboost roc sheet identities fidelity trade administrative records guided generators test data synthetic data year panel uniformly small test whether tdgm ), tax burden synthetic tax synthetic benchmarks support tax study uses stock generation sensitive metrics selected flows sectional comparison risky observations reproducible benchmark real tax profit margin pricing indicator internal properties induced information implementation reproduces heterogeneous rather guided simulator generating process gap ratio explicit measurement <p>Strategy-specific XGBoost performance with full and Level 1 feature sets ^a.</p> 2026-10-01T17:51:46Z Dataset Dataset 10.1371/journal.pone.0353137.t007 https://figshare.com/articles/dataset/_p_Strategy-specific_XGBoost_performance_with_full_and_Level_1_feature_sets_sup_a_sup_p_/34049696 CC BY 4.0