Font Size: a A A

An Application of Recurrent Neural Network: Prediction of Items' Price by Descriptio

Posted on:2019-05-10Degree:M.SType:Thesis
University:University of California, Los AngelesCandidate:Su, BeichenFull Text:PDF
GTID:2478390017489429Subject:Statistics
Abstract/Summary:
In this application, a predictive model is built for finding the price of an item from their characteristics, especially the description. The implementation of word vectors, optimized gradient descent, and long short-term memory are employed to tackle the problem. And the relatively low loss for both training and test set proves this is a reasonable approach.
Keywords/Search Tags:Application
Related items