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http://www.bornwildadventures.co.ke | 3 |
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[Anthony Baxter]
> Well, I've finally got around to pulling down the SF code. Starting
> with it, and absolutely zero local modifications, I see the following:How many runs is this summarizing? For each, how many ham&spam were in the
training set? How many in the prediction sets? What were the error rates
(run rates.py over your output file)?The effect of set sizes on accuracy rates isn't known. I've informally
reported some results from just a few controlled experiments on that.
Jeremy reported improved accuracy by doubling the training set size, but
that wasn't a controlled experiment (things besides just training set size
changed between "before" and "after").> Ham distribution for all runs:
> * = 589 items
> 0.00 35292 ************************************************************
> 2.50 36 *
> 5.00 21 *
> 7.50 12 *
> 10.00 6 *
> ...
> 90.00 4 *
> 92.50 8 *
> 95.00 15 *
> 97.50 441 *
>
> Spam distribution for all runs:
> * = 504 items
> 0.00 393 *
> 2.50 17 *
> 5.00 18 *
> 7.50 12 *
> 10.00 4 *
> ...
> 90.00 11 *
> 92.50 16 *
> 95.00 45 *
> 97.50 30226 ************************************************************
>
>
> My next (current) task is to complete the corpus I've got - it's currently
> got ~ 9000 ham, 7800 spam, and about 9200 currently unsorted. I'm tossing
> up using either hammie or spamassassin to do the initial sort -
previously
> I've used various forms of 'grep' for keywords and a little gui thing to
> pop a message up and let me say 'spam/ham', but that's just getting too,
too
> tedious.Yup, tagging data is mondo tedious, and mistakes hurt.I expect hammie will do a much better job on this already than hand
grepping. Be sure to stare at the false positives and get the spam out of
there.> I can't make it available en masse, but I will look at finding some of
> the more 'interesting' uglies. One thing I've seen (consider this
> 'anecdotal' for now) is that the 'skip' tokens end up in a _lot_ of the
> f-ps.With probabilities favoring ham or spam? A skip token is produced in lieu
of "word" more than 12 chars long and without any high-bit characters. It's
possible that they helped me because raw HTML produces lots of these.
However, if you're running current CVS, Tokenizer/retain_pure_html_tags
defaults to False now, so HTML decorations should vanish before body
tokenization. | 0 |
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please i needed your help . from racheal albert , contact email address : rachealalbert @ netscape . net attn : the director / owner , urgent and strictly confidential how are you ? i know you may be surprised to receive this letter , i am a widow requesting for an assistance . firstly , i am mrs . racheal k . albert . the wife of late mr . k . albert who was recently murdered in the land dispute in zimbabwe . i got your contact through the south african trade and business information services and i assure you that nobody knows about this transaction except me , my two sons . before the death of my husband . he took me to the netherlands to deposit the sum of us $ 15 . 6 million ( fifteen million six hundred thousand united states dollars ) in a private security company , when he foresees the looming danger in zimbabwe . this money was deposited as family valuables to avoid much demurrage cost from the security company . this amount was meant for the purchase of new machines and chemicals for the farms and also for the establishment of a new farm in swaziland . the land disputes started when zimbabwean president mr . robert mugabe introduced a new land act reform which wholly affected the rich white farmers and some few black farmers . this resulted to many killings by zimbabwe war veterans and some lunatics in the society . in fact , a lot of people were killed because of this land reformed act for which my husband was one of the victims . it is on this background that my family and i , who are currently staying in the netherlands as refugees decided to transfer my husband ? s money to a foreign country since the laws of netherlands prohibits refugees from opening a bank account that can contain a huge sum or to be involved in any financial transaction throughout the territorial zones of netherlands . please , i need your assistance to transfer this fund to your trusted overseas bank account . for your efforts and assistance , i have agreed to give you 25 % of the total sum , while 5 % is mapped out to re - imburse all the expenses incurred in the course of this transaction and 70 % will be for my family investment in your country . note that this transaction is 100 % clear and risk - free , as i have made every necessary arrangements for a successful deal . the only thing i solicit you is total assistance to transfer this money , complete trust and assurance that my own part of money will be safe when transferred to your account . kindly , keep this business proposal highly confidential for security reasons . if you are interested in assisting me , send reply via the above email address and include your private phone and fax numbers . i will respond to you immediately . looking forward to your urgent reply , god bless . sincerely yours , mrs . racheal k . albert ( for the family ) get tiscali broadband from £ 15 : 99 get tiscali broadband from £ 15 : 99 | 1 |
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URL: http://boingboing.net/#85518715
Date: Not suppliedNYT op-ed piece about this newfangled OS called Linux and how it is developed
using something called the "open source" method. This is the paper to go to for
breaking news, folks. Link[1] Discuss[2] _(Thanks, Dave!)_[1] http://www.nytimes.com/2002/09/18/opinion/18WED2.html
[2] http://www.quicktopic.com/16/H/VgggkvaadJKnu
| 0 |
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cgsw : updated program announcing cgsw10 the 10th comparative germanic syntax workshop , organised jointly by the catholic university of brussels , and the p . j . meertens institute for dialectology ( amsterdam ) will take place in brussels on january 17-19 , 1995 . the program tuesday january 17 18 : 00 : registration and reception at conference venue : vrijheidslaan 17 , b-1080 brussels ( metro simonis ) wednesday , january 18 room a / o / 2 9 : 30 - 10 : 00 : coffee and formal opening 10 : 00 - 10 : 30 : t . taraldsen ( tromso ) case , subject-orientation and agreement in icelandic and faroese 10 : 30 - 11 : 00 : c . platzack ( lund ) forced to leave : non l - related movement in germanic v2 languages 11 : 00 - 11 : 30 : coffee 11 : 30 - 12 : 00 : j . zwarts ( utrecht ) simple and complex prepositions and p - stranding in dutch 12 : 00 - 12 : 30 : h . bennis ( leiden ) , f . beukema ( leiden ) & m . den dikken ( vu , amsterdam ) getting verb movement 12 : 30 - 14 : 00 : lunch 14 : 00 - 14 : 30 : s . barbiers ( leiden ) an antisymmetric analysis of pp extraposition 14 : 30 - 15 : 00 : t . hoekstra ( leiden ) & j . rooryck ( leiden ) dynamic and stative have 15 : 00 - 15 : 30 : e . haeberli ( geneve ) morphological case , pro and word order 15 : 30 - 16 : 00 : coffee 16 : 00 - 16 : 30 : e . - p . kester ( utrecht ) adjectival inflection and licensing conditions on null nouns 16 : 30 - 17 : 00 : e . hoekstra ( meertens , amsterdam ) & m . den dikken ( vu , amsterdam ) parasitic participles thursday , january 19 room a / o / 1 10 : 00 - 10 : 30 : j . bobaljik ( mit ) the morphological determination of germanic syntax 10 : 30 - 11 : 00 : d . buering ( koeln ) & k . hartmann ( frankfurt ) extraposition , qr , and association with focus 11 : 00 - 11 : 30 : coffee 11 : 30 - 12 : 00 : e . groat ( harvard ) overt and null expletives in germanic 12 : 00 - 12 : 30 : s . menuzzi ( leiden ) on double object constructions in icelandic 12 : 30 - 14 : 00 : lunch 14 : 00 - 14 : 30 : m . everaert ( utrecht ) binding and the inert / active distinction 14 : 30 - 15 : 00 : a . henry ( ulster ) v2 phenomena in belfast english 15 : 00 - 15 : 30 : coffee 15 : 30 - 16 : 00 : f . weerman ( utrecht ) morphological case and null case 16 : 00 - 16 : 30 : j . - w . zwart ( groningen ) the composition of auxiliaries and the placement of participles in dutch travel and hotel information : a file with travel and hotel information will be sent to you upon simple request ( e-mail or coupon below ) . registration and conference lunches : advance registration : $ 20 / bef 700 ( $ 10 / bef 350 for students ) on - site registration : $ 30 / bef 1 , 000 ( $ 20 / bef 700 for students ) advance registration can be made by sending in the coupon below , and by forwarding the required amount into postal account # 000-0536088 - 66 of ku brussel , vrijheidslaan 17 , b-1080 brussels . please mention that you are registering for cgsw10 ; do not forget to add bank charges to the above amounts . the deadline for advance registration is january 9 , 1995 . there are a number of restaurants in the immediate vicinity of the university ; however , given any sizable number of conference participants , this may lead to substantive overcrowding and consequent delays . for this reason , the organisers will arrange for a caterer to provide two lunches on the university premises . since it is vital that we should know in advance how many lunches to order , you must book your lunch in advance by sending in the coupon below . for the lunches , no advance payment is required . - - - - - - - - - - - - - - - - cut here - - - - - - - - - - - - - - - name : address : e - mail : 0 i will register on-site 0 i have transferred the registration fee in the amount of 0 bef 700 0 bef 350 ( student rate ) to postal account # 000-0536088 - 66 . 0 i want to order a conference lunch for wednesday january 18 at bef 400 0 i want to order a conference lunch for thursday january 19 at bef 400 0 please send me hotel and travel information mail , fax , or e-mail this coupon to : ku brussel cgsw10 ( g . vanden wyngaerd ) vrijheidslaan 17 b-1080 brussel belgium tel + 32 2 412 4349 fax + 32 2 412 4200 email : haaam08 @ cc1 . kuleuven . ac . be - - - - - - - - - - - - - - - - cut here - - - - - - - - - - - - - - - | 0 |
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address change / changement d ' adresse please note that the street address for the department of linguistics at the university of ottawa has changed . the complete address , which you may wish to modify in your lsa directory etc . , is as follows : department of linguistics university of ottawa change - - - ) 200 wilbrod street ottawa , on k1n 6n5 canada all telephone numbers , e-mail addresses and fax numbers were unaffected by the move . | 0 |
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