余弦相似度:

cos(θ)=∑i=1n(xi×yi)∑i=1n(xi)2×∑i=1n(yi)2cos(\theta) = {\sum_{i=1}^{n}{(x_i \times y_i)} \over {\sum_{i=1}^{n}{(x_i)^2} \times \sum_{i=1}^{n}{(y_i)^2}}}cos(θ)=i=1n(xi)2×i=1n(yi)2i=1n(xi×yi)
cos(\theta) = {\sum_{i=1}^{n}{(x_i \times y_i)} \over {\sum_{i=1}{n}{(x_i)2} \times \sum_{i=1}{n}{(y_i)2}}}

均方误差:

MSE(y,y’)=∑i=1n(yi−yi’)2n MSE(y,y^’) = {\sum_{i=1}^{n}{(y_i-y^’_i)^2} \over n}MSE(y,y)=ni=1n(yiyi)2
MSE(y,y^’) = {\sum_{i=1}{n}{(y_i-y’_i)^2} \over n}

Logo

有“AI”的1024 = 2048,欢迎大家加入2048 AI社区

更多推荐