Ai bot detection -- 2

종료 등록 시간: 1년 전 착불
종료

I have a Python Flask web application that allows the user to input a Twitter profile using the profile link or a tweet link. It then uses a trained machine learning model to determine a likelihood of that account being a bot account or not.

I would like someone to use this app and determine its effectiveness in actually identifying bot accounts, test its performance, check for any trends that occur, do some things get flagged more than others, are some checks invalid or inaccurate, how to improve the algorithm and any other things you deem good to note.

Upon receiving the source code, you would do things like:

Thoroughly test the application using a diverse set of Twitter profiles and tweets to evaluate its performance and identify any trends or biases.

Assess the accuracy of the algorithm by comparing its predictions with known bot and genuine accounts, as well as analyzing any false positives or negatives.

Investigate the validity and relevance of the features used in the machine learning model and suggest improvements or additional features that can enhance its accuracy.

Provide recommendations on optimizing the algorithm and overall user experience of the web application.

Deliver a concise and insightful report outlining my findings, including performance metrics, trends, potential issues, and suggested improvements.

If this sounds good, please get in touch. I can provide the entire source code so you can run the web app locally.

Python 소프트웨어 아키텍처 소프트웨어 테스팅 Machine Learning (ML) 인공지능

프로젝트 ID: #36261040

프로젝트 소개

5 건(제안서) 재택 근무형 프로젝트 서비스 이용 중: 11 달 전

이 일자리에 대한 프리랜서 5 명의 평균 입찰가: $9 (1시간 기준)

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav 기타

$25 USD / (1시간 기준)
(35 리뷰)
6.5
robartint

Hello I am a professional python developer. My main specializations are automation, web scrapers and bots development. I have already developed over 200 scrapers. From the simplest (for example, a competitor's price 기타

$2 USD / (1시간 기준)
(9 리뷰)
4.1
AwaisQuarni

Hi.. i am a python programmer, i have experience in Machine learning. i can do this. i will do pre-testing and will improve the coding.. let's to discuss this further..

$5 USD / (1시간 기준)
(4 리뷰)
1.7