Predict-WinRate

英雄聯盟勝率預測

Game Data

OPGG：https://op.gg/ranking/ladder/

Server : ['br', 'jp', 'euw', 'oce', 'lan', 'tr', 'www', 'na', 'eune','las', 'ru']

Game version	Game type	Totally Games	Data Preprocessing
10.25	Ranked Solo	5008	Drop Remake Game

Game Prediction

According to the team composition of both characters, the accuracy of predicting the winner (%)

Game version	Game type	RandomForest	AdaBoost	XGBoost	SVM	Logistic Regression
10.25	Ranked Solo	84.3	85.0	83.0	81.1	80.0

Reference

1. How I created a League of Legends High-Elo database using scrapy :https://medium.com/@_marcusft/how-i-created-a-league-of-legends-high-elo-database-using-scrapy-3becdee8f385