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实例探究 > Top Global Insurance

Top Global Insurance

技术
  • 分析与建模 - 数据挖掘
  • 分析与建模 - 机器学习
  • 分析与建模 - 预测分析
适用行业
  • 金融与保险
适用功能
  • 商业运营
用例
  • 自动化疾病诊断
  • 欺诈识别
  • 监管合规监控
服务
  • 数据科学服务
  • 软件设计与工程服务
  • 系统集成
挑战
The insurance provider needed to classify and extract information from tens of thousands of complex websites to automate answering questions for downstream applications.
关于客户
A global insurance provider built applications that classify and extract information from hundreds of thousands of websites using Snorkel Flow.
解决方案
The insurance provider used Snorkel Flow to build applications with data science, developer, and subject matter expert teams working collaboratively.
运营影响
  • With Snorkel Flow, the team achieved 94% average accuracy in three person-weeks.
  • 10x reduction in labeling costs
  • 8x faster than hand-labeling
数量效益
  • 94% F1 score

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