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Amir Dolev
Amir Dolev

11 Followers

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Published in

Riskified Tech

·Oct 10, 2021

Handling the (ground) truth: Control group based KPIs

In my previous post, I introduced a framework to select the “right” KPIs to evaluate your machine learning models. When dealing with a classification problem, the chosen KPI will usually measure the rate of mistakes over time, as a point estimate (e.g. Precision) or as an assessment of multiple thresholds…

Data Science

5 min read

Handling the (ground) truth: Control group based KPIs
Handling the (ground) truth: Control group based KPIs
Data Science

5 min read


Published in

Riskified Tech

·Sep 29, 2021

Choosing the right KPIs to evaluate your models

Riskified’s Chargeback Guarantee product helps online merchants prevent fraudulent transactions at checkout, while improving approval rates and reducing friction for the end customer. Our models classify each order as fraud or not fraud, based on the order’s data and customer’s current and past behavior. We have dozens of ML models…

Data Science

7 min read

Choosing the right KPIs to evaluate your models
Choosing the right KPIs to evaluate your models
Data Science

7 min read

Amir Dolev

Amir Dolev

11 Followers

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