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First, we want spss reduce spss dimensionality of covariate spss one dimension two class case by projecting spss data onto spss help line. This might help spss collapse spss data together. 2 Our second goal is spss move spss minimized categories as far away from one another as feasible. One way spss accomplish this is spss maximize spss distances among spss means of spss converted data i. e. This matrix, called spss between class variance matrix, is spss help rank 1 matrix, so an inverse doesn't exist. Altogether, we have two optimization problems we must solve simultaneously:There are other metrics you can actually use spss both cut spss data's variance and maximizes spss distance between categories, and other goals we can try spss accomplish see metric studying, below. in the future, but Fisher used this dependent method, hence his attention in spss name, and we will follow his method. The alpha coefficient is spss help essential scaling factor: if spss scale of one of spss terms is way larger than spss other, spss optimization challenge could be dominated by spss larger term. This means we've an alternative unknown, alpha, spss solve for. Instead, we can ward off spss scaling problem by searching at spss ratio of spss amounts, spss fashioned answer Fisher proposed:This optimization problem can be shownain/optimizationTutorial01.


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