《读博笔记》JF2022: Predictably Unequal? The Effects of Machine Learning on Credit Markets RookieQuant PhD finance at WBS6 人赞同了该文章 很多人都对machine learning在business里面的应用很感兴趣。然而这几年我读过大量这个领域的literature, 发现很多文章就是使用machine learning替代传统OLS来进行预测,比如...
We propose a basic measure of cross-category disparity, and find that the machine learning models perform worse on this measure than logit models, especially on the intensive margin. We discuss the implications of our findings for mortgage policy. 展开 ...
This study aims to explore the effects of different non-landslide sampling strategies on machine learning models in landslide susceptibility mapping. Non-landslide samples are inherently uncertain, and the selection of non-landslide samples may suffer fr
Li, Z. (2024). GeoShapley: A Game Theory Approach to Measuring Spatial Effects in Machine Learning Models. Annals of the American Association of Geographers. Open access at:https://www.tandfonline.com/doi/full/10.1080/24694452.2024.2350982 ...
The setting of the learning rate (LR) can greatly affect the performance of PBIL. However, the effect of the learning rate in PBIL is not yet fully understood. In this paper, PBIL is used to design power system stabilizers (PSSs) for a multi-machine power system. Four cases studies with...
A.Their destination.B.Their sounds.C.Their young babies.D.Their movement.3.What are the advantage of using the machine learning system to follow birds and other wildlife?A.It can provide too much information to deal with.B.It can save time and money.C.It doesn’t need humans to attend...
Windows Machine Learning 下載PDF 閱讀英文 儲存 新增至集合 新增至計劃 共用方式為 Facebookx.comLinkedIn電子郵件 列印 發行項 2024/11/20 2 位參與者 意見反應 本文內容 必要條件 Windows Studio Effects 如何搭配您的裝置硬體使用? 如何在 [設定] 中控制 Windows Studio Effects ...
Combination therapy has gained popularity in cancer treatment as it enhances the treatment efficacy and overcomes drug resistance. Although machine learning (ML) techniques have become an indispensable tool for discovering new drug combinations, the data
The methodscape.util.plot_result(result, legend=True)can be used to plot the CV results after training a model, as shown in thequick-start notebook. The following figure shows an example of the output of this method: The plot shows two different baselines. The top dotted line shows the ...
GDPR and its Effects on Machine Learning Based Decisionsby Joanna Purosto | on October 30, 2018 You might have heard that every individual subject to automated decision making by machine learning models has a right to an explanation of the result. I bet you feel drops of sweat forming on ...