Use a pretrained ML model with Match IQ
Learn about pretained machine learning models.
You're aware that training a ML model can save you a lot of time and effort down the road, right? Even so, you might not have the time it takes to train a model yourself with Match IQ.
Out-of-the-box, ready to use, pretrained ML models — for your industry, and specific entity types — offer you additional matching actions right away. None of your time goes into building or configuring these models.
To discover if there is a pretrained ML you can use, see topic Available pretrained ML models.
When and how can you use a pretrained ML model with Match IQ?
- Development stage
- Use it to get initial sets of match pairs and screen for duplicate records in you dataset.
- Testing stage
- Use it to compare its outcome with the one you get from the rule base matching.
- Production stage
- Use it to generate additional matching actions to the ones you get from rule base matching.