What isrelation between MSE(mean square error) and variance
Can any one explain the relation of MSE (mean square error) and variance
- TszFungLv 41 十年前最愛解答
MSE(t) is a weighted average of the squares of the distances between t and the class marks with the relative frequencies as the weight factors. Thus, the best measure of the center, relative to this measure of error, is the value of t that minimizes MSE.
1. Note that MSE is a quadratic function of t. Thus, the graph of MSE is a parabola opening upward.
2. The variance is the minimum value of MSE and that this minimum value occurs only when t is the mean.
我諗.... 可以咁講 ....
MSE 係一個 用估計既 mean (t) 計出對應既 error 值 ....
同 variance 同一條式 但以 t 代替 真正既 mean ....
MSE(mean) = variance
下面個網址有相關既式 ... 睇左就應該明 ....