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点击上方 “机器学习研究会” 可以订阅哦 摘要 转自:视觉机器人 当你接手了一个有关深度学习项目,教你如何来开展工作的一个流程,Deep Learning Project Workflow, 本文试图从2016年深度学习暑期学校的“Nuts and Bolts of Applying Deep Learning”演讲中总结Andrew Ng的推荐机器学习工作流程。 This document attempts to summarize Andrew Ng's recommended machine learning workflow from his "Nuts and Bolts of Applying Deep Learning" talk at Deep Learning Summer School 2016. Any errors or misinterpretations are my own. Start Here Measure Human-level performance on your task ( More ) Do your training and test data come from the same distribution? Yes No Measuring Human Level Performance The real goal of measuring human-level performance is to estimate the Bayes Error Rate . Knowing your Bayes Error Ra
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