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multilinearreg
- 利用最小二乘法来对w和b进行估计。最小二乘法就是试图找到一条直线,使得所有样本到直线上的欧式距离之和最小。(The least squares method is used to estimate W and B. The least squares method is trying to find a straight line, so that the sum of Euclidean distance of all the samples to the line is minimum)
cplst
- 多标签分类算法,通过对标签降维(SVD),然后利用线性回归建立特征和低维标签之间的关系,求出特征的系数,然后反过来进行预测(Multi label classification algorithm, through the tag dimension reduction (SVD), and then use linear regression to establish the relationship between features and low dimensional tags, to