ironfist2 / authorship-attribution-of-short-texts Goto Github PK
View Code? Open in Web Editor NEWAuthorship Attribution of Tweets using Convolutional Neural Networks Over character n-grams
Authorship Attribution of Tweets using Convolutional Neural Networks Over character n-grams
@ironfist2
can i know the version of keras sklearn numpy and pandas tht u used in code
Hi, I tried to run the model-1 and eventually got an accuracy of closing to 90%, but the accuracy for each step were higher than the average accuracy in each epoch ,which was very strange. Then I tried to run the model-2 (using character embedding) but I just got an accuracy of nearly 4%, which was a random probability (there are 22 authors, 1/22=0.045). So this is an invalid model. Do you know the problem? I don't know how to solve it. I hope to get your advice. Thank you!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.