A.I. or the human eye? Stats and Facts special.

It really was a close run thing.

I have analysed the difference between my predictions and the A.I. formula.

Here are the results per division and the average difference in place per team over all 5 divisions.

Division	Human	A.I.
1	64	68
2	112	112
3	76	78
4	112	118
5	110	102
total	474	478
Position	3.95	3.98

So what does this mean , my predictions were out by around 3.95 per team , the A.I. by 3.98 per team. So I did slightly better.

D1 and 3 were the most accurate divisions, it was trained using D3 data.

So what to conclude and next steps!

The A.I. did really well considering. Next season I will test using the A.I. formula on the main categories only GK,DEF,MID,ATT, Top18 and AVE alongside my own. I will also tweak the A.I. formula to create a formula for each division to see if it would have done any better, if it would not have made any difference I won’t worry. I will then look at introducing the depth and balance categories the A.I. suggested while keeping the point system the same for consistency.