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Author Topic: Bay12's posting history.  (Read 57677 times)

My Name is Immaterial

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Re: Bay12's posting history.
« Reply #240 on: May 02, 2016, 01:45:04 pm »

So it is. Update in 6 hours.

My Name is Immaterial

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Re: Bay12's posting history.
« Reply #242 on: June 01, 2016, 01:37:44 pm »

Updated.

I've also started to poke around with the prediction algorithms again. Doing a field test today: the algorithm suggests that there should be between 1400 and 1746 posts today. The low number of posts on the 29th is weighting the data weirdly, but it's actually not affecting the prediction too much.

I've run the algorithm over the data for about a year and a half, and its margin of error is about +/- 225 posts, and an average of +/- 11% off. That's not really great yet. I'm still working on refining it; I'd really like to see the margin get down to +/- 100 posts.

chaotic skies

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Re: Bay12's posting history.
« Reply #243 on: June 01, 2016, 02:04:08 pm »

If you try hard enough and give the algorithm enough data you might be able to get the exact number a time or two
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Dirst

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Re: Bay12's posting history.
« Reply #244 on: June 01, 2016, 02:22:53 pm »

Updated.

I've also started to poke around with the prediction algorithms again. Doing a field test today: the algorithm suggests that there should be between 1400 and 1746 posts today. The low number of posts on the 29th is weighting the data weirdly, but it's actually not affecting the prediction too much.

I've run the algorithm over the data for about a year and a half, and its margin of error is about +/- 225 posts, and an average of +/- 11% off. That's not really great yet. I'm still working on refining it; I'd really like to see the margin get down to +/- 100 posts.
Right now your algorithm is averaging the past N daily differences to predict today's daily difference.  I suggest adding a couple low-hanging-fruit improvements to see if they help.  Statisticians call these control variables and data scientists call it feature augmentation.

Using the Sheets functions MONTH(date) and WEEKDAY(date), you can put the raw dates into categories.  Work out the average effect for all dates in that category, subtract out those expected effects, do your prediction on the residuals, then add the expected effects back in.  There is some art and some science to this.

I would expect the MONTH category to affect the average posting volume, but the WEEKDAY category might affect the average posting volume or the average difference.

Once you have one or two controls/features working, you'll find it much easier to test-drive others that might occur to you (release dates, FOTF replies, whatever).
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My Name is Immaterial

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Re: Bay12's posting history.
« Reply #245 on: June 01, 2016, 05:20:28 pm »

Those are really good suggestions. Thank you! I'm going to slowly work towards rebuilding the algorithms to accommodate those.

MoonyTheHuman

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Re: Bay12's posting history.
« Reply #246 on: June 01, 2016, 10:29:05 pm »

Well, i might, for laughs, try and use a neural network to predict the contents of posts

chaotic skies

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Re: Bay12's posting history.
« Reply #247 on: June 01, 2016, 10:33:05 pm »

Dear god, I don't even want to hear about that thing in action.
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Zanzetkuken The Great

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Re: Bay12's posting history.
« Reply #248 on: June 01, 2016, 11:04:41 pm »

Well, i might, for laughs, try and use a neural network to predict the contents of posts

Just feed everything in a relevant thread/board into the shitpost simulator and you should get some fairly accurate results, with some proofreading.
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Aklyon

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Re: Bay12's posting history.
« Reply #250 on: June 02, 2016, 01:09:10 am »

Dear god, I don't even want to hear about that thing in action.
Depends on the source. Mafia posts would be much different from rp posts or emotion thread posts. FotF posts would probably be weird but interesing.
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MoonyTheHuman

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Re: Bay12's posting history.
« Reply #251 on: June 02, 2016, 01:16:05 am »

Well, i might, for laughs, try and use a neural network to predict the contents of posts

Just feed everything in a relevant thread/board into the shitpost simulator and you should get some fairly accurate results, with some proofreading.
Sounds even better, and indont have to r program my network!

Orange Wizard

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Re: Bay12's posting history.
« Reply #252 on: June 02, 2016, 01:25:38 am »

Dear god, I don't even want to hear about that thing in action.
Depends on the source. Mafia posts would be much different from rp posts or emotion thread posts. FotF posts would probably be weird but interesing.
Posts from the politics threads, however, will be indistinguishable.
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MoonyTheHuman

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Re: Bay12's posting history.
« Reply #253 on: June 02, 2016, 01:31:41 am »

Dear god, I don't even want to hear about that thing in action.
Depends on the source. Mafia posts would be much different from rp posts or emotion thread posts. FotF posts would probably be weird but interesing.
Posts from the politics threads, however, will be indistinguishable.
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Orange Wizard

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Re: Bay12's posting history.
« Reply #254 on: June 02, 2016, 01:39:54 am »

Fetch me some tea
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Please don't shitpost, it lowers the quality of discourse
Hard science is like a sword, and soft science is like fear. You can use both to equally powerful results, but even if your opponent disbelieve your stabs, they will still die.
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