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[P] Predicting Academic Collaboration with Logistic Regression

Predicting Academic Collaboration with Logistic Regression

My capstone project for my last year of undergrad has to do with Social Network Analysis of networks formed by co-authorship in research communities. Since I have a growing interest for machine learning I wanted to see if I could apply various machine learning methods to the networks in order to gather more insight into how they work. In this post I applied a logistic regression model in order to predict future collaboration, and it seemed to be quite accurate over the test set! I would love any feedback on the post, and I hope you enjoy!

submitted by /u/tomkoker
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.