could you help me how can I compare two integers? I try to make a rating based on soccer statistics. I have a basic formula, but I think it is not complete or not even good for this.
Formula: (a-b)/(a+b);
For ball possession seems good:
a=100, b=0, rating= 1
a=75, b=25, rating= 0.5
a=50, b=50, rating= 0.0
a=25, b=5, rating= -0.5
a=0, b=100, rating= -1
but for others not, for example shoots on target. It doesn't take into account the proportions.
My problem is, the rating of the a=2 b=0
is the same as the a=15 b=0
, but on the pitch this is a big difference between two teams.
I would really appreciate if you could help me to find out which formula would fit for this problem.
Thanks in advance!
--this is not related to the question, just information if you are interested:
I want to use weighted average for the statistics, because some of them are more important than others. eg: dangerous attack(within 35 meters of the opponent's goal line) > attack (around the center if the pitch)
You can find coefficient variation that is the ratio of standard deviation and mean.
double getVariance(int a, int b) {
double mean = (a+b)/2;
double temp = (a-mean)*(a-mean) + (b-mean)*(b-mean);
return temp;
}
The lower the result value, the more homogeneous the data is. You can use this to give a 'weight' to your results.
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