Predictive Coding Visualization

Suggesting how to improve a case’s predictive coding model can be difficult. This isn’t because of any characteristics of machine learning. Rather, providing predictive coding best practices can be tough because of the nature of litigation. For example: Specific targets for precision, recall, or F1 scores may be set during negotiations with opposing counsel, thereby
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CT Machine

Imagine a busy emergency room, full of scared patients, worried family members, and blaring televisions doing little to soothe them. Each person waits for his turn to shuffle back to an exam room where he can describe his concerns, be diagnosed, and receive treatment. Making this entire process possible are medical professionals with advanced training
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Canonical Metadata

Ediscovery – and therefore, litigation – relies on metadata.[1] Without it, predictive coding is less effective, searching is less robust, and review is less complete. The more accurate the metadata, the easier and faster the review process is. The challenge is that metadata is often inconsistent. Productions from different parties often use different names for
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Bates Number Any Prefix

Think of any software or app you use daily. I bet you know a few tricks or hacks to speed things up. For example, I lock header rows to the top of Excel or Google worksheets before scrolling through data sets, and my inbox auto-highlights emails sent from specific senders. Document review is no different:
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Tales of Proportionality and Predictive Coding

A funny thing happened in 2015: courts regularly applied proportionality analysis to the scope of discovery and discussed predictive coding like it was normal. Here is the shocking thing: both topics are “normal” and should not be considered earth-shattering. A Case of Proportionality One of the many 2015 cases in which proportionality intersected with predictive
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New Everlaw Employees

2015 wasn’t just the year of the Dressgate color debate and the Happy Birthday song judgment. It was also a year of change in legal technology. From where we sit, here’s what the year was all about: Better Case Narratives This year brought the ability to build a case during and in the same platform
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