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avg.go
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// Package avgRating calculates average score and rating based on Wilson Score Equation
// Refer: https://en.wikipedia.org/wiki/Binomial_proportion_confidence_interval
//
// Port of https://github.com/ndaidong/average-rating
package avgRating
import (
"math"
)
func round(num float64) int {
return int(num + math.Copysign(0.5, num))
}
func toFixed(num float64, precision int) float64 {
output := math.Pow(10, float64(precision))
return float64(round(num*output)) / output
}
// GetWilsonScore returns Wilson Score
func GetWilsonScore(p, n float64) float64 {
if p == 0 && n == 0 {
return 0
}
return toFixed(((p+1.9208)/(p+n)-1.96*math.Sqrt(p*n/(p+n)+0.9604)/(p+n))/(1+3.8416/(p+n)), 2)
}
// Rate calculates the rate based on given rating
func Rate(rating [5]int) float64 {
n := 0.0
p := 0.0
n += float64(rating[0])
n += float64(rating[1]) * 0.75
p += float64(rating[1]) * 0.25
n += float64(rating[2]) * 0.5
p += float64(rating[2]) * 0.5
n += float64(rating[3]) * 0.25
p += float64(rating[3]) * 0.75
p += float64(rating[4])
return GetWilsonScore(p, n)
}
// Average rating
func Average(rating [5]int) float64 {
total := 0.0
sum := 0.0
k := 1.0
for _, item := range rating {
total += float64(item)
sum += float64(item) * k
k++
}
if total == 0 {
return 0
}
return toFixed(sum/total, 1)
}