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AI which can determine which team will win based on 10 minutes of in-game data (works in live games)

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Medokins/Leauge-Of-Legends-Win-Prediction-AI

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Leauge-Win-Prediction-AI

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General info

This a ML algorithm to predict which team will most likely win based on 10min of in-game data

Technologies

  • Riot's API for acquiring data
  • sklearn for model selection
  • seaborn + matplotlib for data visualisation
  • pickle for model loading
  • Kaggle Leauge Of Legends dataset

Setup

To run this project, paste Your API key here.
And Your in-game nick here and here

  • To get Your API key go here

Note

This was trained and tested in Diamond elo, the lower Your division is the less accurate this model will be.

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AI which can determine which team will win based on 10 minutes of in-game data (works in live games)

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