Row 16715

Row ID: 16715 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 16715 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

We should be a lot less carefree about the prospect of deploying naive ML models in criminal justice or related domains. Saying “eh, it’s not perfect but it has some predictive power, so that’s good enough for me” is honestly pretty dangerous. That’s how we end up with, for instance, racially biased incriminations because “it fit the test set” or whatever.

FieldValue
text We should be a lot less carefree about the prospect of deploying naive ML models in criminal justice or related domains. Saying “eh, it’s not perfect but it has some predictive power, so that’s good enough for me” is honestly pretty dangerous. That’s how we end up with, for instance, racially biased incriminations because “it fit the test set” or whatever.
label r/machinelearning
dataType comment
communityName r/MachineLearning
datetime 2024-05-20
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Raw Record

{
  "text": "We should be a lot less carefree about the prospect of deploying naive ML models in criminal justice or related domains. Saying “eh, it’s not perfect but it has some predictive power, so that’s good enough for me” is honestly pretty dangerous. That’s how we end up with, for instance, racially biased incriminations because “it fit the test set” or whatever.",
  "label": "r/machinelearning",
  "dataType": "comment",
  "communityName": "r/MachineLearning",
  "datetime": "2024-05-20",
  "username_encoded": "Z0FBQUFBQm5Lakw5TnppMHJRZEJvUFN1X0M2YUJPZlcxX2dfOTFIcHJqVFlZTnJVMTlaR0xHTWxTSkQ3eDd0dW8tUWFNUmN1T3p3OENZNFhXWmNLWTRMVHVRdXJIYnJGemc9PQ==",
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}
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