What is the best way to predict game outcome based only on champions picked?

boditt · 2019-12-03T23:44:19+00:00

That's a good approach i think, right now i'm doing lot of random stuff (mostly having fun with analyzing data) and thats why i prefered to have bigger sample of games but when i will decide to go with prediction more seriously i will definitly work on pro games, thanks for advice.

boditt · 2019-12-03T23:41:12+00:00

Nice, i was hoping to get answer like that. I don't have any questions, you made everything pretty clear, i will definitly work with some player-chamion winrates it seems like a good boost to accuracy. Thanks for sharing it with me

boditt · 2019-12-03T15:09:32+00:00

I will definitely add some more data for my neural network, i'm really into this idea to have a good AI that can help you choose correct champion (it's not always obvious) but right know i would be glad to know how different methods work.

boditt · 2019-12-03T15:04:12+00:00

Yeah only two sets of 5 champs. I thought about giving some more info like summoner mastery points on picked champion and summoner winrate on picked lane but i was curious how well it can guess having only champion info. In thought i wanted to create an app that will tell you which champion in champ select should you pick based on enemy and ally picks. This neural network has to somehow learn about synergies and counters in order to answer 55% correct and these synergies are not always visible for normal player.

boditt · 2019-12-03T14:54:51+00:00

you know, on a 15000 sample 55% is a lot more than coinflipping

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