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Use standard deviation instead and change dialog type
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5a95744b6f
commit
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5 changed files with 72 additions and 23 deletions
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@ -26,8 +26,16 @@ for (const basefile of await fs.readdir(adversariesDirectory)) {
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});
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}
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const adversaryTypes = new Set(allData.map(a => a.adversaryType));
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for (const type of [...adversaryTypes].toSorted()) {
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const perTier = Object.groupBy(allData.filter(a => a.adversaryType === type), a => a.tier);
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console.log(`${type} per Tier: ${[1, 2, 3, 4].map(t => perTier[t]?.length ?? 0).join(" ")}`)
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}
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const result = {
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basic: compileData(allData.filter(d => d.adversaryType !== "minion")),
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solos_and_bruisers: compileData(allData.filter(d => ["solo", "bruiser"].includes(d.adversaryType))),
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leader_and_ranged: compileData(allData.filter(d => ["leader", "ranged"].includes(d.adversaryType))),
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minion: compileData(allData.filter(d => d.adversaryType === "minion")),
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};
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@ -39,23 +47,47 @@ function compileData(entries) {
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const results = {};
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for (const tier of [1, 2, 3, 4]) {
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const tierEntries = entries.filter(e => e.tier === tier);
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const allDamage = tierEntries.map(d => d.damage).sort((a, b) => a - b);
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const median = getMedian(allDamage);
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const residuals = allDamage.map(d => Math.abs(d - median)).sort((a, b) => a - b);
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const allDamage = removeOutliers(tierEntries.map(d => d.damage).sort((a, b) => a - b));
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const mean = getMean(allDamage);
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if (tier === 4) console.log(allDamage);
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results[tier] = {
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medianDamage: median,
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damageDeviation: getMedian(residuals),
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mean,
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deviation: getStandardDeviation(allDamage, { mean }),
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};
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}
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return results;
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}
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function removeOutliers(data) {
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if (data.length <= 4) return data;
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const startIdx = Math.floor(data.length * 0.25);
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const endIdx = Math.ceil(data.length * 0.75);
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const iqrBound = (data[endIdx] - data[startIdx]) * 1.25;
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return data.filter((d) => d >= data[startIdx] - iqrBound && d <= data[endIdx] + iqrBound);
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}
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function getMedian(numbers) {
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numbers = numbers.toSorted((a, b) => a - b);
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const medianIdx = numbers.length / 2;
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return medianIdx % 1 ? numbers[Math.floor(medianIdx)] : (numbers[medianIdx] + numbers[medianIdx - 1]) / 2;
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}
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function getMean(numbers) {
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if (numbers.length === 0) return NaN;
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return numbers.reduce((r, a) => r + a, 0) / numbers.length;
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}
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function getMedianAverageDeviation(numbers, { median }) {
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const residuals = allDamage.map(d => Math.abs(d - median));
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return getMedian(residuals);
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}
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function getStandardDeviation(numbers, { mean }) {
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const deviations = numbers.map((r) => r - mean);
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return Math.sqrt(deviations.reduce((r, d) => r + d * d, 0) / (numbers.length - 1));
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}
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function parseDamage(damage) {
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const formula = damage.parts
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.filter(p => p.applyTo === 'hitPoints')
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