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Calculate ELO
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const K_FACTOR = 20; | |
const RATING_SCALING = 400; | |
interface Player { | |
isWin: boolean; | |
elo: number; | |
} | |
interface Result { | |
firstPlayer: Player; | |
secondPlayer: Player; | |
} | |
function calculateElo({ firstPlayer, secondPlayer }: Result): [number, number] { | |
const expectedOutcomeFirst = 1 / (1 + 10 ** ((secondPlayer.elo - firstPlayer.elo) / RATING_SCALING)); | |
const expectedOutcomeSecond = 1 - expectedOutcomeFirst; | |
const actualOutcomeFirst = firstPlayer.isWin ? 1 : 0; | |
const actualOutcomeSecond = secondPlayer.isWin ? 1 : 0; | |
const newEloFirst = firstPlayer.elo + K_FACTOR * (actualOutcomeFirst - expectedOutcomeFirst); | |
const newEloSecond = secondPlayer.elo + K_FACTOR * (actualOutcomeSecond - expectedOutcomeSecond); | |
return [newEloFirst, newEloSecond]; | |
} | |
function predictOutcome(firstPlayerElo: number, secondPlayerElo: number): [number, number] { | |
const expectedOutcomeFirst = 1 / (1 + 10 ** ((secondPlayerElo - firstPlayerElo) / RATING_SCALING)); | |
const expectedOutcomeSecond = 1 - expectedOutcomeFirst; | |
return [expectedOutcomeFirst, expectedOutcomeSecond]; | |
} | |
async function main() { | |
const firstPlayerScore = 1000 | |
const secondPlayerScore = 1026; | |
const [newEloFirstPlayer, newEloSecondPlayer] = calculateElo({ | |
firstPlayer: { | |
isWin: true, | |
elo: firstPlayerScore, | |
}, | |
secondPlayer: { | |
isWin: false, | |
elo: secondPlayerScore, | |
}, | |
}); | |
console.log("Updated Elo Ratings:"); | |
console.log(`First Player: ${newEloFirstPlayer}`); | |
console.log(`Second Player: ${newEloSecondPlayer}`); | |
const [expectedOutcomeFirst, expectedOutcomeSecond] = predictOutcome(newEloFirstPlayer, newEloSecondPlayer); | |
console.log("Expected Outcome:"); | |
console.log(`First Player: ${expectedOutcomeFirst}`); | |
console.log(`Second Player: ${expectedOutcomeSecond}`); | |
} | |
main(); |
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