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Integrating simple models which perform better on individual tasks to form a Hybrid model is an approach that can be looked into. These models can offer better performance and understanding of the data. However the trade-off of identifying and having a deep understanding of the interactions between these simple models arises when one needs to come up with one combined, well performing model. Also, coming up with tools and applications to help analyse and visualize the data based on these hybrid models is another added challenge.
 
Integrating simple models which perform better on individual tasks to form a Hybrid model is an approach that can be looked into. These models can offer better performance and understanding of the data. However the trade-off of identifying and having a deep understanding of the interactions between these simple models arises when one needs to come up with one combined, well performing model. Also, coming up with tools and applications to help analyse and visualize the data based on these hybrid models is another added challenge.
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集成在单个任务中表现良好的简单模型并形成'''混合模型 Hybrid model'''是一种可以继续考虑的方法。这些模型有更好的性能并可以对数据提供更好的理解。然而,当需要提出一个整合的、性能良好的模型时,识别简单模型和深入理解模型之间相互作用的权衡问题就出现了(--[[用户:嘉树|嘉树]]([[用户讨论:嘉树|讨论]]) 此句好长啊,权衡的两个方面是这两个方面吗?囿于知识局限,不理解这两者的矛盾之处)。此外,另一个挑战是开发工具和应用程序来帮助分析和可视化基于这些混合模型的数据。
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集成在单个任务中表现良好的简单模型并形成'''混合模型 Hybrid model'''是一种可以继续考虑的方法。这些模型有更好的性能并可以对数据提供更好的理解。然而,当需要提出一个整合的、性能良好的模型时,识别简单模型和深入理解模型之间相互作用的权衡问题就出现了(--[[用户:嘉树|嘉树]]([[用户讨论:嘉树|讨论]]) 此句好长啊,权衡的两个方面是这两个方面吗?囿于知识局限,不理解这两者的矛盾之处)。
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  --[[用户:趣木木|趣木木]]([[用户讨论:趣木木|讨论]])结合上下文我觉得是这个意思  或许可以理解为粗略掌握 和细致了解 之间包含的信息类型不同 所以有权衡?
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此外,另一个挑战是开发工具和应用程序来帮助分析和可视化基于这些混合模型的数据。
    
==Impact 影响==
 
==Impact 影响==
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