There are two main principles for determining the number of main components: first, the cumulative variance contribution rate is over 80%, second, the eigenvalue is over 1.There are two main principles for determining the number of principal components: first, the cumulative variance contribution rate is above 80%; second, the eigenvalue is above 1.There are two main decision principles for determining the number of main components: the characteristic value is greater than 1.