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Scoring Aave Accounts for Creditworthiness (2207.07008v1)
Published 14 Jul 2022 in stat.AP and q-fin.RM
Abstract: Scoring the creditworthiness of accounts that interact with decentralized financial (DeFi) protocols remains an important yet unsolved problem. In this paper, we propose a credit scoring system for those accounts that have interacted with the Aave v2 liquidity protocol. The key component of this system is a tree-based binary classifier that predicts "position delinquency." To the community, we provide our method, results, and the (abridged) dataset on which this system is built.
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