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Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

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ChuckG
Regular Contributor

Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

In all the searching and research I've done I can't believe this hasn't been tried yet. Maybe there's something I'm missing.

The FICO is not a magic number right? It must be based on a hard mathematical formula albeit one with a crapload of variables...

For you football fans out there, the QB rating at first glance seems like an arbitrary decimal number pulled out of thin air but it's actually:

a = (((Comp/Att) * 100) -30) / 20
b = ((TDs/Att) * 100) / 5
c = (9.5 - ((Int/Att) * 100)) / 4
d = ((Yards/Att) - 3) / 4

a, b, c and d can not be greater than 2.375 or less than zero.

QB Rating = (a + b + c + d) / .06

The Fico formula will be exponentially more complex but there's no reason we shouldn't be able to derive it with enough data.

Now I've noticed that many of you will actually post your scores from several reports in your signatures and you aren't shy about them... with as many subscribers as there are to these forums, that is a TON of available data out there.

I propose we compile a database with scores as well as credit history, debt amounts, # and dates of credit inqueries etc. All anonymously of course. It could include several reports from the same people taken at different times... this way we would be able to calculate our own FICO scores based on the information we get for free in our annual credit reports and know EXACTLY how our score will change based on different credit activity.

Who's with me?

Starting Score: 556
Current Score: 672, 681, 692
Goal Score: 700, 700, 700


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Message 1 of 21
20 REPLIES 20
haulingthescoreup
Moderator Emerita

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

Hi, ChuckG, ummm... that's pretty much what these forums are, especially this board! Smiley Very Happy

Check out Credit Scoring 101, stickied at the top of the boards. And RobertEG has a formula, although his numbers don't match mine that often. I think it's because we're in different score buckets.
* Credit is a wonderful servant, but a terrible master. * Who's the boss --you or your credit?
FICO's: EQ 781 - TU 793 - EX 779 (from PSECU) - Done credit hunting; having fun with credit gardening. - EQ 590 on 5/14/2007
Message 2 of 21
ChuckG
Regular Contributor

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

I read all 13 pages or so of the Credit Scoring 101 post and there was nary a mention of a FICO formula or collecting data to derive one.

Starting Score: 556
Current Score: 672, 681, 692
Goal Score: 700, 700, 700


Take the myFICO Fitness Challenge
Message 3 of 21
Anonymous
Not applicable

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

All great breakthroughs are accompanied by naysayers who claim that such a thing could never be accomplished.
 
Please allow me to provide that service for you. Smiley Tongue
 
In the words of our venerable member MV:
 
"Understanding FICO scoring is an oxymoron! Smiley Very Happy "
 
Message 4 of 21
Anonymous
Not applicable

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?



ChuckG wrote:
The FICO is not a magic number right? It must be based on a hard mathematical formula albeit one with a crapload of variables...


The "crapload of variables" will be the hardest part.  It's not a trivial problem.
 
As the number of variables to account for on the input increases arithmetically, the variation in potential outputs increases exponentially.  To top it off, you would have to account for absolutely every variable on a report, since you wouldn't really know which of them are relevant.  You would also have to account for how each variable is scored in the presence or absence of other variables.
 
The variables on a report number in the thousands.
 
Are you suggesting an attempt to reverse engineer the process inside the "black box" down to the letter with access to nothing more than said "crapload of variables" going in and a single data point coming out?
 
All I have to say is, "GOOD LUCK!!!"
 
Smiley Happy
 
If you didn't already know the formula to determine a QB rating, do you think you could have reverse engineered it without even knowing which specific variables are even relevant to input, let alone how they are to be manipulated in order to arrive at the final result?
 
Edited to add:  Are you aware there are also 10 different scoring "buckets," as we like to call them around here?  That means 10 slightly different algorithms.  Each CRA also uses a slightly different version of the algorithms, too.  So now we're up to 30 algorithms.  Which bucket does a given report belong in?  Whoops, that's something you'll have to reverse engineer before you can even begin reverse engineering the actual scoring algorithm for that particular bucket.
 
Then once you've done the impossible and figured out an algorithm for one particular bucket on one particular CRA, you'll have to repeat the impossible 29 more times.
 
BTW, I'm not coming down on you.  Just having some fun more than anything. Smiley Wink


Message Edited by cheddar on 02-21-2008 08:23 PM
Message 5 of 21
ChuckG
Regular Contributor

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

I didn't say it would be easy and I certainly don't believe that I'd be able to do it myself, I only took one year of calculus. But I'd be willing to give it a shot, and I'd bet there are a lot of other smart people out there who would be too if the data were available.

As for the QB rating, if You gave me 100 QB ratings and the stats which we knew were used then yes I could derive that formula.

The key ingredient being that this assumption is true: Everything in our credit report affects our FICO score to some degree... and nothing that is not reported has any affect. (with the exception of known constants like the passage of time, etc.)... It would be an exercise in futility if that assumption were not correct.

I had no idea about the different "buckets", that indeed tells us that there are score motivating factors NOT listed in the report. So we are left to play a game with our lives in which we are not given the rules. Lovely.

Oh well, it was an idea... I get ambitious sometimes, especially when it comes to fighting the system Smiley Happy

Starting Score: 556
Current Score: 672, 681, 692
Goal Score: 700, 700, 700


Take the myFICO Fitness Challenge
Message 6 of 21
Anonymous
Not applicable

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?



ChuckG wrote:

The key ingredient being that this assumption is true: Everything in our credit report affects our FICO score to some degree... and nothing that is not reported has any affect. (with the exception of known constants like the passage of time, etc.)... It would be an exercise in futility if that assumption were not correct.


That assumption is not correct.  There are lots of things on a report that have zero effect on FICO.  Employment data.  Addresses.  INQs more than one year old.  And there are lots of things on a report that have a certain effect on FICO only when certain other conditions are met, yet have a different effect on FICO when still other conditions are met.
 
This is where the exponentially increasing complexity comes from.
 


ChuckG wrote:
I had no idea about the different "buckets", that indeed tells us that there are score motivating factors NOT listed in the report. So we are left to play a game with our lives in which we are not given the rules. Lovely.


Yep.  Search the forums and you'll find LOTS of complaints about the secrecy of the algorithm and its effect on our financial lives.
 
Now, having said that, that's precisely what this forum is for, as HTSU said a few posts ago.  While we don't know the specific algorithm, we do have at our disposal some very general rules and guidelines, which frankly, is really all you need in order to maximize your own FICO score.  It's really not necessary to know the absolute specifics of the algorithm.  There is quite a lot of information out there already if one doesn't mind doing a little digging.
 
You said you noticed that people here are not shy about posting their scores.  In many cases, it's because they have brought their scores up pretty quickly, and they're proud of what they've accomplished.  Those many success stories go to show that as long as you manage your credit based on the advice you can get on this forum, your score will do just fine in the long run.  Knowing the exact algorithm won't really help that much.
 
In any case, it has been pretty well established that above 800 or so, the only thing that can help you is more age and additional clean history.  Even if you knew the algorithm, you couldn't magically turn the clock forward to add the necessary ingredient of time.
 


ChuckG wrote:
Oh well, it was an idea... I get ambitious sometimes, especially when it comes to fighting the system Smiley Happy

Yeah, it was a thought.  Sorry to burst your bubble there. Smiley Tongue
 
Message 7 of 21
haulingthescoreup
Moderator Emerita

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

It's still fun to try, and there are some things that we've established. But the more members we have who contribute to this, the more obvious it becomes that it's nearly impossible to separate out all the variables.

For instance, it's bad enough trying to isolate the cause of a single score movement on your own account (hmmm, picked up an inq, but one account went over 6 months old and a 60-day late fell off), but then two different members will post identical actions with completely different score consequences. (Score buckets! Score buckets!)

After reading some of the original posts from back when these forums got started a year ago, I can tell that we've figured out quite a lot. Still a long way away from getting it into mathematical form, though.

Oh, if you haven't stumbled across this post, this was fun:

http://ficoforums.myfico.com/fico/board/message?board.id=generalcredit&thread.id=64959
* Credit is a wonderful servant, but a terrible master. * Who's the boss --you or your credit?
FICO's: EQ 781 - TU 793 - EX 779 (from PSECU) - Done credit hunting; having fun with credit gardening. - EQ 590 on 5/14/2007
Message 8 of 21
RobertEG
Legendary Contributor

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

As I have previously posted, I have attempted to develop a FICO model that I have on an Excel spreadsheet that attempts to model each of the FICO categories, which I would be glad to share with anyone, provided there is some way I can get it to you.  It admittedly makes many mathematical assumptions, and the idea of having some kind of database of the experience of others is an excellent idea, for it would allow for tweaking of the model by comparing it against a broader base of actual actual results .  I would be very interest in such a database, if it could be created. Of primary interest would be data on the acual results of prior lates, both minot and major, as they age, for this is a category that really hits hard.  At least I have a start, and for my bucket, it gives me a pretty accurate projection.  My real problem with the current FICO simulators that you can get online is that they are, for the most part, one-dimensional, and thus do you permit you to see the result of an action that can affect multiple categories, such as openiing a new TL that simultaneously involves a hard inq, a change in avg. crediit length, a change in CL, a change in %util, and a change in credit mix. 
There is a very good reason why the actual FICO models are secret.... they are proprietary commercial products that make the vendors money!  But like most things, they can be reverse engineered once the data and results are known.   The real value I have received from my attempted model is not whether it provides a perfectly accurate projection, but rather that it allows me to see the general interaction of the various categories in more than just a purely speculative way.


Message Edited by RobertEG on 02-22-2008 05:47 AM
Message 9 of 21
Anonymous
Not applicable

Re: Wild idea to stick it to the man. Who's in for a reverse engineered FICO calculator?

Message 10 of 21
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