WorldCup-Prediction:使用机器学习预测2018年FIFA世界杯的结果资源-CSDN文库

共108个文件

scss：25个

py：14个

ipynb：14个

machine-learning

webapp

football

JupyterNotebook

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WorldCup-Prediction:使用机器学习预测2018年FIFA世界杯的结果（108个子文件）

model.b 99KB

team_players.b 17KB

matches.b 15KB

team_name_encoder.b 2KB

main.css 63KB

font-awesome.min.css 28KB

ie8.css 882B

ie9.css 750B

new.css 291B

stats.csv 7.34MB

fifa_ranking.csv 4.49MB

fifa_ranking.csv 3.64MB

wwmatches.csv 2.74MB

WorldCupPlayers.csv 2.05MB

final.csv 293KB

WorldCupMatches.csv 233KB

WorldCups.csv 1KB

fontawesome-webfont.eot 75KB

.gitignore 1KB

PIE.htc 40KB

matches.html 19KB

matches_en.html 18KB

index.html 7KB

index_en.html 7KB

past_matches.html 7KB

information_en.html 3KB

information.html 3KB

Exploring The Dataset.ipynb 43KB

Testing Different Algorithms.ipynb 38KB

cleaning.ipynb 30KB

merging.ipynb 28KB

Train Logistic (ANN) Model.ipynb 26KB

Train XGBoost Model.ipynb 26KB

add_avg_goals.ipynb 20KB

Train Random Forests Model.ipynb 19KB

Test Model Stacking.ipynb 16KB

cleaning_fifa_ranking.ipynb 15KB

shrinking_features.ipynb 12KB

cleaning_wwmatches.ipynb 11KB

main.ipynb 7KB

Predictions.ipynb 72B

world-cup.jpg 622KB

pic04.jpg 62KB

pic03.jpg 18KB

pic01.jpg 18KB

pic02.jpg 17KB

pic06.jpg 9KB

pic05.jpg 9KB

jquery.min.js 94KB

util.js 12KB

skel.min.js 9KB

respond.min.js 4KB

main.js 3KB

html5shiv.js 2KB

jquery.scrollex.min.js 2KB

jquery.scrolly.min.js 831B

results.json 10B

LICENSE 1KB

README.md 679B

FontAwesome.otf 122KB

28-512.png 49KB

overlay.png 20KB

constants.py 15KB

team_players.py 14KB

routes.py 7KB

main.py 5KB

scraping.py 3KB

mean_stats.py 2KB

setup_file.py 972B

squads.py 647B

__init__.py 142B

__init__.py 99B

__init__.py 82B

app.py 47B

test.py 13B

_skel.scss 16KB

_mixins.scss 9KB

_form.scss 4KB

_typography.scss 4KB

_list.scss 3KB

_icon.scss 2KB

_button.scss 2KB

_header.scss 2KB

_nav.scss 2KB

_statistics.scss 2KB

_main.scss 2KB

_section.scss 2KB

_table.scss 2KB

main.scss 2KB

_spotlight.scss 1KB

_footer.scss 1KB

_features.scss 1KB

_vars.scss 1KB

ie8.scss 1KB

_page.scss 975B

ie9.scss 900B

_image.scss 883B

_functions.scss 787B

_box.scss 631B

共 108 条

# WorldCup-Prediction Predicting the 2018 FIFA World Cup results with Artificial Intelligence ## Build Status [![Build Status](https://travis-ci.org/VIVelev/WorldCup-Prediction.svg?branch=master)](https://travis-ci.org/VIVelev/WorldCup-Prediction) ## Website: - a version in bulgarian: http://www.worldcupprediction.net - a version in english: http://www.worldcupprediction.net/en ## Accuracy Score / Result (on all international matches from 1990 to 2018) | Model |10-fold CV Accuracy Score (%)| |:------------------------:|:---------------------------:| |Artificial Neural Network |51.06| ## Maintainers: - Victor Velev - Georgi Korchakov - Kris Yochev