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rating's Introduction

###Problem Statement:

There are different way of rating things E.g. Upvotes/Downvotes in Reddit's post E.g. 5-Star rating system in e-commerce products

###Goal: Write a solution to sort items correctly based on ratings

###Solution: Lower bound of Wilson's Confidence Interval

const wilsonRate = require('wilson-rate')
const upvotes = 100
const downvotes = 50

// Convert 5-star rating system to upvotes and downvotes
const stars = wilsonRate.stars(100, 0, 0, 10, 100)
console.log(wilsonRate.wilson(stars.upvotes, stars.downvotes))

console.log(wilsonRate.average(upvotes, downvotes))
console.log(wilsonRate.wilson(upvotes, downvotes))
console.log(wilsonRate.mid(upvotes, downvotes))

###Reference:

  1. [http://stackoverflow.com/questions/19613023/wilsons-confidence-interval-for-5-star-rating](StackOverflow - Wilson Confidence Interval for 5 star rating)
  2. [http://www.evanmiller.org/how-not-to-sort-by-average-rating.html](How not to sort by average rating)
  3. [http://www.itl.nist.gov/div898/handbook/prc/section2/prc241.html](Confidence Interval)

rating's People

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