# Predicting Football Match Outcome using Machine Learning
This is my first machine learning project i did at Northeasten University.
I have used dataset from two sites for this project
1.https://www.kaggle.com/hugomathien/soccer
2.http://football-data.co.uk/data.php
The dataset from kaggle website was in sqlite format but I was not able to upload the file in sqlite so i have uploaded the csv files for all the tables.
This dataset has tables of Country, League, Match, Player, Player Attributes, Team ,Team Attributes and sequences. It has information of more than 25000 matches, 10000 players, 11 European Countries with their lead championship from 2008 to 2016, Players and Teams attributes sourced from EA Sports' FIFA video game series, betting odds from up to 10 providers
I have performed Exploratory Data Analysis and used this dataset for it.
Later I have downloaded data from the football-data.co.uk website which had even more relevant information which i have used to perform prediction.
I have performed Logistic Regression, Naive Bayes and Support Vector Machine algorithms on the dataset with SVM giving the highest accuracy of 61.29%
没有合适的资源?快使用搜索试试~ 我知道了~
使用机器学习预测足球比赛结果:在Jupyter Notebook中使用机器学习算法进行足球比赛预测
共39个文件
csv:32个
png:3个
md:2个
2星 需积分: 50 30 下载量 172 浏览量
2021-02-04
07:23:37
上传
评论 1
收藏 1.21MB ZIP 举报
温馨提示
使用机器学习预测足球比赛结果:在Jupyter Notebook中使用机器学习算法进行足球比赛预测
资源详情
资源评论
资源推荐
收起资源包目录
Predicting-Football-Match-Outcome-using-Machine-Learning-master.zip (39个子文件)
Predicting-Football-Match-Outcome-using-Machine-Learning-master
Predicting Football Match Outcome using Machine Learning
images
MNB.PNG 76KB
Odds.png 25KB
Prediction.PNG 13KB
README.md 1KB
Predicting Football Match Outcome using Machine Learning.ipynb 673KB
Datasets
2000-01.csv 36KB
Feature_table.csv 651KB
2005-06.csv 29KB
2014-15.csv 93KB
2011-12.csv 103KB
test.csv 72KB
2010-11.csv 104KB
Dataset-Explanation.txt 5KB
2015-16.csv 92KB
2004-05.csv 30KB
2007-08.csv 29KB
Merged_dataset.csv 374KB
2012-13.csv 105KB
2008-09.csv 29KB
2013-14.csv 95KB
EPLStandings.csv 2KB
2001-02.csv 36KB
2002-03.csv 30KB
2006-07.csv 29KB
final_dataset.csv 1.11MB
2009-10.csv 103KB
2003-04.csv 29KB
CSV Splits
Merged_dataset-001.csv 37KB
Merged_dataset-007.csv 37KB
Merged_dataset-004.csv 37KB
Merged_dataset-008.csv 37KB
Merged_dataset-006.csv 37KB
Merged_dataset-002.csv 37KB
Merged_dataset-005.csv 37KB
Merged_dataset-010.csv 5KB
Merged_dataset-000.csv 36KB
Merged_dataset-003.csv 37KB
Merged_dataset-009.csv 37KB
README.md 1KB
共 39 条
- 1
zhuyurrr
- 粉丝: 27
- 资源: 4714
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功
评论2