BriefGPT.xyz
May, 2019
Ex-Twit: 可解释的Twitter健康数据挖掘
Ex-Twit: Explainable Twitter Mining on Health Data
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Tunazzina Islam
TL;DR
本文介绍一种名为Ex-Twit的方法，利用主题建模和局部可解释的模型不可知解释（LIME）结合，预测Twitter上的话题并解释模型预测，在注意解释的同时，可以对健康相关的Twitter数据进行分析和预测。
Abstract
Since most
machine learning
models provide no
explanations
for the predictions, their predictions are obscure for the human. The ability to explain a model's prediction has become a necessity in many applications
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