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Tag: accuracy

Lowering Precision Does Not Mean Lower Accuracy

Nov 9, 2020 |

It is important to understand the difference between accuracy and precision in the context of Neural Networks. It’s a tricky concept because, at face value, the words are very similar. Read more…

Focus Your AI on Business Value, Not Predictive Accuracy, Aible Says

Mar 18, 2019 |

If you’re building your machine learning models to optimize accuracy, then you’re probably doing it wrong. That’s the message coming from Aible, an ML company that emerged from stealth today with new software designed to optimize ML decision-making around economic value, not accuracy. Read more…

Enterprise AI and the Paradox of Accuracy

Oct 26, 2018 |

As more organizations begin to experiment with AI in their internal operations, an interesting paradox is developing. The best way to think about the state of AI is that it behaves as a very powerful “mimic.” If you show it example data or model an existing process, AI will be able to perform at massive scale, delivering dramatically increased throughput and reduced processing times. Read more…