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Predict outcome of football matches using machine learning algorithms atleast 3-4 algo

$30-250 USD

クローズ
投稿日: 約5年前

$30-250 USD

完了時にお支払い
Need to implement this project using various algorithms to predict the winning accuracy of over 75%. The goal of this project is to use machine learning to predict an outcome of football match. Machine learning algorithm is implemented to predict the outcome of English premier league football matches. The target is to achieve accuracy of over 70%. Objectives Predicting the outcome of English premier league which is most popular and followed by people all over the world. Get the accuracy rate of over 70%. Pre-processing dataset to refine the data. Compare different machine learning algorithms and find out the best accuracy. Implement it on various data sets to see the outcome. Investigate the pre-processing of data technique. 1.3 Tasks: The tasks are divided into various categories: Match set to be analysed: There are various factors to be considered like unfair refereeing, match fix. This can make it uncertain and impossible to predict the result. Deciding on key features: pick the key features and execute them. Data extraction: Extract the required data like home and away team, number of cards, season stats to improve the result. Testing various machine learning algorithms: try various machine learning algorithm. We mainly focus on supervised learning algorithms. Random Forest algorithm, Support Vector Method (SVM), Decision Tree algorithm and MLP classifier Improving the algorithm implemented: test various algorithms and improve it by testing it on different data sets. 1. Which features or combination of features would produce better predictions? 2. Do team formations add significant value to football match predictions?
プロジェクト ID: 18545144

プロジェクトについて

11個の提案
リモートプロジェクト
アクティブ 5年前

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この仕事に11人のフリーランサーが、平均$205 USDで入札しています
ユーザーアバター
I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam
$250 USD 3日以内
4.7 (109 レビュー)
7.5
7.5
ユーザーアバター
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning Prediction Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to cooperate, I'll do my best to provide wonderful result. Looking forward to your response. Best Regards.
$200 USD 3日以内
4.8 (93 レビュー)
6.9
6.9
ユーザーアバター
Hi There We did something similar for IPL Cricket prediction . The accuracy we were able to reach was around 59% starting from 50%. The team performance indicators ( players etc are usually the best ones in such scenarios). Let me know if you would like to discuss more on this. Thanks
$250 USD 3日以内
5.0 (22 レビュー)
5.0
5.0
ユーザーアバター
Hello, I have read the details provided and i am positive i can provide quality work,please contact me to discuss more on the project deadline and some other few things
$150 USD 3日以内
3.8 (18 レビュー)
5.6
5.6
ユーザーアバター
I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
$200 USD 3日以内
4.4 (18 レビュー)
5.1
5.1
ユーザーアバター
Expert Python Developer with expertise in Data Science and Machine Learning with 5 years in relevant industry , have read your requirements and believe can do the task efficiently. I have used all the algorithms mentioned in different contexts , would love to work on your project , I believe I can work out on accuracy and can improve it to 80% Looking forward to more details in chat. Regards, Uzair
$100 USD 3日以内
4.6 (8 レビュー)
3.9
3.9
ユーザーアバター
I can do this project. I have experience of Python, C & C++ and Java programming for 4+ years. I can satisfy you perfectly. Please contact me and discuss in detail.
$250 USD 3日以内
5.0 (3 レビュー)
2.5
2.5
ユーザーアバター
I have been working passionately as a data scientist for the last 4 years for Fortune 500 clients across different verticals and have solved countless projects right from inception, which includes data collection (scraping), analysis, insight generation, generating predictions etc. I am known for my error free and timely client deliverables. I have built many machine learning models to solve business problems (and have worked with the algorithms that you have specified in the description)i am also very passionate about soccer (and will be very dedicated to the project). If interested, you can connect with me through the chat
$250 USD 10日以内
0.0 (0 レビュー)
0.0
0.0

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UNITED KINGDOMのフラグ
Nottingham, United Kingdom
5.0
2
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メンバー登録日:4月 7, 2014

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