Dota 2 Match Outcome Predictor – Part 2: Dataset Enhancement

Posted by masterhood13 on Tuesday November 05, 2024 @05:37AM
from the medium.com dept.

https://medium.com/@masterhood13/building-a-dota-2-match-outcome-predictor-part-2-enhancing-the-dataset-and-adding-new-features-3522965de468

( 4 comments | 2 points | on HN )

Re:Dota 2 Match Outcome Predictor – Part 2: Dataset Enhancement by masterhood13 on Tuesday November 05, 2024 @07:57AM (#42051135)

This is my first article btw: https://medium.com/@masterhood13/building-a-dota-2-match-out...

[ Parent | on HN ]

Re:Dota 2 Match Outcome Predictor – Part 2: Dataset Enhancement by masterhood13 on Tuesday November 05, 2024 @05:37AM (#42050360)

Hey HN! I’ve published Part 2 of my project to predict Dota 2 match outcomes with machine learning. This post covers dataset enrichment and feature engineering to improve accuracy. Used Python with Pandas, NumPy, and Scikit-Learn.

If you’re into ML or gaming data, check it out! Feedback welcome.

[ Parent | on HN ]

Re:Dota 2 Match Outcome Predictor – Part 2: Dataset Enhancement by vkatsuba on Tuesday November 05, 2024 @12:50PM (#42053644)

Fascinating project! The approach to enhancing the dataset and exploring feature engineering for something as dynamic as Dota 2 must have been a serious challenge, but the results sound promising. It’s inspiring to see machine learning applied to gaming analytics like this—gives a whole new perspective on how we can quantify and predict complex, real-time events. Looking forward to seeing how this evolves!

[ Parent | on HN ]

Re:Dota 2 Match Outcome Predictor – Part 2: Dataset Enhancement by masterhood13 on Tuesday November 05, 2024 @01:00PM (#42053729)

Thank you for this warmheart words !

[ Parent | on HN ]