将协方差应用在 C++ 中的程序
在本教程中,我们将讨论一个查找协方差的程序。
为此,我们将提供两组随机变量。我们的任务是计算它们的协方差,即衡量这两个值差异的程度。
示例
#include<bits/stdc++.h>
using namespace std;
//function to find mean
float mean(float arr[], int n){
float sum = 0;
for(int i = 0; i < n; i++)
sum = sum + arr[i];
return sum / n;
}
//finding covariance
float covariance(float arr1[], float arr2[], int n){
float sum = 0;
for(int i = 0; i < n; i++)
sum = sum + (arr1[i] - mean(arr1, n)) * (arr2[i] - mean(arr2, n));
return sum / (n - 1);
}
int main(){
float arr1[] = {65.21, 64.75, 65.26, 65.76, 65.96};
int n = sizeof(arr1) / sizeof(arr1[0]);
float arr2[] = {67.25, 66.39, 66.12, 65.70, 66.64};
int m = sizeof(arr2) / sizeof(arr2[0]);
if (m == n)
cout << covariance(arr1, arr2, m);
return 0;
}输出
-0.0580511
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