Real estate collateral risk control method and system, and storage medium
A risk control and collateral technology, applied in the fields of instruments, finance, data processing applications, etc., can solve problems such as error-prone, inaccurate valuation results, and high cost of manual valuation
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[0073] One of the core ideas of the present invention to solve the background technical problem is:
[0074] On the basis of collateral big data, an intelligent valuation algorithm system is established. This algorithm system not only uses traditional market comparison method, price ratio method, linear regression method, etc., but also uses artificial neural network clusters, random forests, support vector machines, etc. Intelligent algorithms form an evaluation algorithm system. The valuation process adopts a dual-network design. The first network is used to judge the most suitable evaluation algorithm for the collateral and increase the weight of the algorithm's valuation; the second network is used to collect user feedback information, whether it is correct valuation or biased On the one hand, the computer automatically analyzes and records, on the other hand, human participation helps the computer to correct the deviation or error, similar to a deviation or error memory s...
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