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New fun maps by death category!

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Zheng He-Da
Industria Traho Incorporated
#1 - 2014-04-09 14:04:36 UTC
Dear offensive and grotesque capsules. As some of you know, I have been working to map out your activities of murder, piracy, and slaughter of innocent.

The project is to automate categorisation of people's fit and the circumstances of their death, and here are the first results, done for 500,000 deaths, 2012-2014. Data substituted into a map created by CCP Quant

Mining, precision 88%, recall: 93%
http://jsfiddle.net/yfrUh/12/embedded/result/

Cynos, precision 74%, recall 83%
http://jsfiddle.net/yfrUh/14/embedded/result/

Logistics: precision 67%, recall 75%
http://jsfiddle.net/yfrUh/10/embedded/result/

Haulers: precision 63% recall 46%
http://jsfiddle.net/yfrUh/20/embedded/result/

Now, these maps are not just death of logi ships, it analyses the fit, so a Domi with 4 RR's or any other ship clearly outfitted to support others is shown here. At the moment I am working on a map of suicide ganks.

To these who want to support the project, you can do it by ranking Random peoples kills or Your own. This is used to further improve accuracy.

If you want to have a look at the algorithm is it's current state, here is a collection of 2,000 kills ranked automatically.
This algorithm was trained using 650 unique kills categorised by 22 people,
When people categorise random kills, agreement on a person's fit is 74%, and on circumstances of death is 72%
When they rank their own kills, agreement in 86% for fit and 95% for circumstances.

As ccp requested,here are their copyrighty stuffs:
Quote:
©2014 CCP hf. EVE Online and the EVE logo are the registered trademarks of CCP hf. All rights are reserved worldwide. All other trademarks are the property of their respective owners. EVE Online, the EVE logo, EVE and all associated logos and designs are the intellectual property of CCP hf. All artwork, screenshots, characters, vehicles, storylines, world facts or other recognizable features of the intellectual property relating to these trademarks are likewise the intellectual property of CCP hf.
Ralph King-Griffin
New Eden Tech Support
#2 - 2014-04-09 14:11:09 UTC
Lair Osen
#3 - 2014-04-09 14:17:14 UTC
What's up with all the HS cyno deaths?
Inira Reynolds
Inira.
#4 - 2014-04-09 14:22:43 UTC
Lair Osen wrote:
What's up with all the HS cyno deaths?


It sometimes counts noobships without cynos fit as cyno ships from what I've noticed while reviewing the kills for him. I can't speak for him, but that would have to be my guess as to why.
Jezaja
turaagaq
#5 - 2014-04-09 15:53:39 UTC
Quote:
Now, these maps are not just death of logi ships, it analyses the fit, so a Domi with 4 RR's or any other ship clearly outfitted to support others is shown here. At the moment I am working on a map of suicide ganks.


Should answer your question. I think the tool analyzed Fitting and Cargo of destroyed ships.

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Asayanami Dei
Adhocracy Incorporated
Adhocracy
#6 - 2014-04-09 16:12:39 UTC
Woah, that is neat!

I'm a leaf on the wind, watch how I--THE CAPACITOR IS EMPTY

Youtube: /asayanami

Twitter: @asayanami

wormholefundamentals.com
Jarod Garamonde
Jolly Codgers
Get Off My Lawn
#7 - 2014-04-09 17:34:36 UTC
I want to see deaths in glorious combat. Garamonde prefers his victims armed.

That moment when you realize the crazy lady with all the cats was right...

    [#savethelance]
Black Canary Jnr
Royal Amarr Institute
Amarr Empire
#8 - 2014-04-09 18:31:33 UTC
IDK looking at that mining one it seems pretty unaccurate.

Miners in HED, 9KOE and 36N? I don't think so ;)
Zheng He-Da
Industria Traho Incorporated
#9 - 2014-04-09 19:02:36 UTC  |  Edited by: Zheng He-Da
Black Canary Jnr wrote:
IDK looking at that mining one it seems pretty unaccurate.

Miners in HED, 9KOE and 36N? I don't think so ;)

that's what i thought, there are quite a few.
However the map does show slightly more miners than where there in reality
Mr Epeen
It's All About Me
#10 - 2014-04-09 19:03:54 UTC
You are such a nerd, Zheng He-Da. I love you for it.

This is pretty interesting stuff.

Mr Epeen Cool
Adrie Atticus
Caldari Provisions
Caldari State
#11 - 2014-04-09 20:11:05 UTC
Went ahead and did some poking around on rating system, missing a category under fits for "PvP: suicide ganking". Also, do I put failed ganks where miner is brick-tanked under "Concord" or "Epic Fail" if the miner also deals damage?
Doc Fury
Furious Enterprises
#12 - 2014-04-09 20:15:42 UTC  |  Edited by: Doc Fury
At first, I thought OP was on acid.

Then, I thought...That's some good acid!


very cool.

/edit: just noticed the fiddle.. awesomesauce.

☼

There's a million angry citizens looking down their tubes..at me.
Marlona Sky
State War Academy
Caldari State
#13 - 2014-04-09 20:36:22 UTC
Love maps.
Nicolai Serkanner
Incredible.
Brave Collective
#14 - 2014-04-09 22:28:43 UTC
I can never ever get enough of maps. Thank you!
Slade Trillgon
Brutor Force Federated
#15 - 2014-04-09 22:34:11 UTC
^ Very True^

Very Nice OP!!!!

Many will enjoy these.
Scipio Artelius
Weaponised Vegemite
Flying Dangerous
#16 - 2014-04-09 23:07:22 UTC
Zheng He-Da wrote:
Black Canary Jnr wrote:
IDK looking at that mining one it seems pretty unaccurate.

Miners in HED, 9KOE and 36N? I don't think so ;)

that's what i thought, there are quite a few.
However the map does show slightly more miners than where there in reality


Mining in Jita though? Really?
Zappity
New Eden Tank Testing Services
#17 - 2014-04-09 23:18:57 UTC
Very nice. Is it possible to more clearly differentiate lowsec vs highsec 0.5?

Zappity's Adventures for a taste of lowsec and nullsec.
Zheng He-Da
Industria Traho Incorporated
#18 - 2014-04-10 00:07:43 UTC
Scipio Artelius wrote:

Mining in Jita though? Really?

Yeah, it's a little dumb. Still working on it.
Rowells
Pator Tech School
Minmatar Republic
#19 - 2014-04-10 00:32:29 UTC
note to self, no carebearing in Maila
PrettyMuch Always Right
Doomheim
#20 - 2014-04-10 03:37:34 UTC  |  Edited by: PrettyMuch Always Right
This helps a lot, thanks.

Miners in Jita problem is probably due to noob ships with the civ miner?

There are perhaps a few systems you should simply exclude from certain maps.
- Remove miners in places like Jita
- Remove cynos in high-sec entirely
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