{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"mmlu","formal_name":"MMLU","introduction":"MMLU asks four-way multiple-choice questions across 57 subjects, from elementary material to professional-level examinations. Since 2020 it has been the most widely cited single reference point for general capability.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://github.com/hendrycks/test","indexing_mode":"index","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[],"history":"","construction":"","limitations":"","saturation":"","scores":[]}},"task_id":"f177a8bf-8b96-5b6e-925b-cb674e6efdfc","task_key":"all--test--f177a8bf-8b96-5b6e-925b-cb674e6efdfc","task_revision_id":"1","upstream_id":"","short_description":"Which among the following prevents overfitting when we perform bagging?","config":"all","split":"test","body":"{\"choices\":\"['The use of sampling with replacement as the sampling technique', 'The use of weak classifiers', 'The use of classification algorithms which are not prone to overfitting', 'The practice of validation performed on every classifier trained']\",\"question\":\"Which among the following prevents overfitting when we perform bagging?\",\"subject\":\"machine_learning\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://github.com/hendrycks/test","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}