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src/main/java/org/seoulai/naivebayes
README.md
pom.xml

README.md

naivebayes

naivebayes

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ham|hi,peter,,with,jose,out,of,town,,do,you,want,to,meet,once,in,while,to,keep,things,going,and,do,some,interesting,stuff?,let,me,know,eugene spam|---,codeine,15mg,--,30,for,$203,70,--,visa,only!!!,--,--,codeine,(methylmorphine),is,narcotic,(opioid),pain,reliever,--,we,have,15mg,30mg,pills,--,30/15mg,for,$203,70,60/15mg,for,$385,80,90/15mg,for,$562,50,--,visa,only!!!,--- ham|ryan,whybrew,commented,on,your,status,ryan,wrote:,"turd,ferguson,or,butt,horn spam|ordercializviagra,online,save,75-90%,0nline,pharmacy,noprescription,required,buy,canadian,drugs,at,wholesale,prices,and,save,75-90%,fda-approved,drugs,superb,quality,drugs,only!,accept,all,major,credit,cards ham|arvind,thirumalai,commented,on,your,status,arvind,wrote:,""you,know"",reply,to,this,email,to,comment,on,this,status spam|you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe,the,proven,naturalpenisenhancement,that,works!,100%,moneyback,guaranteeed ham|thanks,peter,i'll,definitely,check,in,on,this,how,is,your,book,going?,heard,chapter,came,in,and,it,was,in,good,shape,;-),hope,you,are,doing,well,cheers,,troy spam|buy,ambiem,(zolpidem),5mg/10mg,$2,39/-,pill,30,pills,mg,$129,00,60,pills,mg,$199,20,180,pills,mg,$430,20,30,pills,10,mg,138,00,120,pills,10,mg,322,80 ham|jay,stepp,commented,on,your,status,jay,wrote:,""to,the",???",reply,to,this,email,to,comment,on,this,status,to,see,the,comment,thread,,follow,the,link,below: spam|ordercializviagra,online,save,75-90%,0nline,pharmacy,noprescription,required,buy,canadian,drugs,at,wholesale,prices,and,save,75-90%,fda-approved,drugs,superb,quality,drugs,only!,accept,all,major,credit,cards,order,today!,from,$1,38 ham|linkedin,kerry,haloney,requested,to,add,you,as,connection,on,linkedin:,peter,,i'd,like,to,add,you,to,my,professional,network,on,linkedin,kerry,haloney spam|buyviagra,25mg,,50mg,,100mg,,brandviagra,,femaleviagra,from,$1,15,per,pill,viagranoprescription,needed,from,certified,canadian,pharmacy,buy,here,we,accept,visa,,amex,,e-check,worldwide,delivery ham|hi,peter,,the,hotels,are,the,ones,that,rent,out,the,tent,they,are,all,lined,up,on,the,hotel,grounds,)),so,much,for,being,one,with,nature,,more,like,being,one,with,couple,dozen,tour,groups,and,nature,have,about,100m,of,pictures,from,that,trip,can,go,through,them,and,get,you,jpgs,of,my,favorite,scenic,pictures,where,are,you,and,jocelyn,now?,new,york?,will,you,come,to,tokyo,for,chinese,new,year?,perhaps,to,see,the,two,of,you,then,will,go,to,thailand,for,winter,holiday,to,see,my,mom,take,care, spam|you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe ham|yeah,am,ready,may,not,be,here,because,jar,jar,has,plane,tickets,to,germany,for,me spam|you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe ham|benoit,mandelbrot,1924-2010,benoit,mandelbrot,1924-2010,wilmott,team,benoit,mandelbrot,,the,mathematician,,the,father,of,fractal,mathematics,,and,advocate,of,more,sophisticated,modelling,in,quantitative,finance,,died,on,14th,october,2010,aged,85,wilmott,magazine,has,often,featured,mandelbrot,,his,ideas,,and,the,work,of,others,inspired,by,his,fundamental,insights,you,must,be,logged,on,to,view,these,articles,from,past,issues,of,wilmott,magazine spam|home,based,business,opportunity,is,knocking,at,your,door,don�t,be,rude,and,let,this,chance,go,by,you,can,earn,great,income,and,find,your,financial,life,transformed,learn,more,here,to,your,success,work,from,home,finder,experts ham|hi,peter,,sure,thing,sounds,good,let,me,know,what,time,would,be,good,for,you,will,come,prepared,with,some,ideas,and,we,can,go,from,there,regards,,-vivek spam|codeine,(the,most,competitive,price,on,net!),codeine,(wilson),30mg,30,$156,00,codeine,(wilson),30mg,60,$291,00,(+4,freeviagra,pills),codeine,(wilson),30mg,90,$396,00,(+4,freeviagra,pills),codeine,(wilson),30mg,120,$492,00,(+10,freeviagra,pills) ham|linkedin,julius,requested,to,add,you,as,connection,on,linkedin:,hi,peter,looking,forward,to,the,book!,accept,view,invitation,from,julius spam|get,up,to,75%,off,at,online,watchesstore,discount,watches,for,all,famous,brands,watches:,arolexbvlgari,,dior,,hermes,,oris,,cartier,,ap,and,more,brands,louis,vuitton,bags,wallets,gucci,bags,tiffany,co,jewerly,enjoy,full,year,warranty,shipment,via,reputable,courier:,fedex,,ups,,dhl,and,ems,speedpost,you,will,100%,recieve,your,order,save,up,to,75%,off,quality,watches ham|yay,to,you,both,doing,fine!,i'm,working,on,an,mba,in,design,strategy,at,cca,(top,art,school,it's,new,program,focusing,on,more,of,right-brained,creative,and,strategic,approach,to,management,i'm,an,1/8,of,the,way,done,today! spam|hydrocodone/vicodin,es/brand,watson,vicodin,es,5/750,mg:,30,$195,120,$570,brand,watson,5/750,mg:,30,$195,120,$570,brand,watson,10/325,mg:,30,$199,120,$588,noprescription,required,free,express,fedex,(3-5,days,delivery),for,over,$200,order,major,credit,cards,e-check ham|i've,thought,about,this,and,think,it's,possible,we,should,get,another,lunch,have,car,now,and,could,come,pick,you,up,this,time,does,this,wednesday,work?,11:50?,can,have,signed,copy,of,you,book? spam|get,up,to,75%,off,at,online,watchesstore,discount,watches,for,all,famous,brands,watches:,arolexbvlgari,,dior,,hermes,,oris,,cartier,,ap,and,more,brands,louis,vuitton,bags,wallets,gucci,bags,tiffany,co,jewerly,enjoy,full,year,warranty,shipment,via,reputable,courier:,fedex,,ups,,dhl,and,ems,speedpost,you,will,100%,recieve,your,order ham|we,saw,this,on,the,way,to,the,coast,thought,might,like,it,hangzhou,is,huge,,one,day,wasn't,enough,,but,we,got,glimpse,we,went,inside,the,china,pavilion,at,expo,,it,is,pretty,interesting,,each,province,has,an,exhibit spam|percocet,10/625,mg,withoutprescription,30,tabs,$225!,percocet,,narcotic,analgesic,,is,used,to,treat,moderate,to,moderately,severepain,top,quality,,express,shipping,,100%,safe,discreet,private,buy,cheap,percocet,online ham|hi,hommies,,just,got,phone,call,from,the,roofer,,they,will,come,and,spaying,the,foaming,today,it,will,be,dusty,pls,close,all,the,doors,and,windows,could,you,help,me,to,close,my,bathroom,window,,cat,window,and,the,sliding,door,behind,the,tv?,don't,know,how,can,those,cats,survive,sorry,for,any,inconvenience! spam|get,up,to,75%,off,at,online,watchesstore,discount,watches,for,all,famous,brands,watches:,arolexbvlgari,,dior,,hermes,,oris,,cartier,,ap,and,more,brands,louis,vuitton,bags,wallets,gucci,bags,tiffany,co,jewerly,enjoy,full,year,warranty,shipment,via,reputable,courier:,fedex,,ups,,dhl,and,ems,speedpost,you,will,100%,recieve,your,order ham|scifinance,now,automatically,generates,gpu-enabled,pricing,risk,model,source,code,that,runs,up,to,50-300x,faster,than,serial,code,using,new,nvidia,fermi-class,tesla,20-series,gpu,scifinance�,is,derivatives,pricing,and,risk,model,development,tool,that,automatically,generates,c/c++,and,gpu-enabled,source,code,from,concise,,high-level,model,specifications,no,parallel,computing,or,cuda,programming,expertise,is,required,scifinance's,automatic,,gpu-enabled,monte,carlo,pricing,model,source,code,generation,capabilities,have,been,significantly,extended,in,the,latest,release,this,includes: spam|you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe ham|ok,will,be,there,by,10:00,at,the,latest spam|you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe ham|that,is,cold,is,there,going,to,be,retirement,party?,are,the,leaves,changing,color? spam|experience,with,biggerpenis,today!,grow,3-inches,more,the,safest,most,effective,methods,of_penisen1argement,save,your,time,and,money!,bettererections,with,effective,ma1eenhancement,products,#1,ma1eenhancement,supplement,trusted,by,millions,buy,today! test data ( label : ham, data : what,is,going,on,there?,talked,to,john,on,email,we,talked,about,some,computer,stuff,that's,it,went,bike,riding,in,the,rain,,it,was,not,that,cold,we,went,to,the,museum,in,sf,yesterday,it,was,$3,to,get,in,and,they,had,free,food,at,the,same,time,was,sf,giants,game,,when,we,got,done,we,had,to,take,the,train,with,all,the,giants,fans,,they,are,1/2,drunk ) words length : 78 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe,the,proven,naturalpenisenhancement,that,works!,100%,moneyback,guaranteeed ) words length : 56 ham : 0.000000 spam : 0.000000 ham test data ( label : ham, data : yo,i've,been,working,on,my,running,website,i'm,using,jquery,and,the,jqplot,plugin,i'm,not,too,far,away,from,having,prototype,to,launch,you,used,jqplot,right?,if,not,,think,you,would,like,it ) words length : 37 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : percocet,10/625,mg,withoutprescription,30,tabs,$225!,percocet,,narcotic,analgesic,,is,used,to,treat,moderate,to,moderately,severepain,top,quality,,express,shipping,,100%,safe,discreet,private,buy,cheap,percocet,online ) words length : 34 ham : 0.000000 spam : 0.000000 ham test data ( label : ham, data : there,was,guy,at,the,gas,station,who,told,me,that,if,knew,mandarin,and,python,could,get,job,with,the,fbi ) words length : 22 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : ---,codeine,15mg,--,30,for,$203,70,--,visa,only!!!,--,--,codeine,(methylmorphine),is,narcotic,(opioid),pain,reliever,--,we,have,15mg,30mg,pills,--,30/15mg,for,$203,70,60/15mg,for,$385,80,90/15mg,for,$562,50,--,visa,only!!!,--- ) words length : 43 ham : 0.000000 spam : 0.000000 ham test data ( label : ham, data : hello,,since,you,are,an,owner,of,at,least,one,google,groups,group,that,uses,the,customized,welcome,message,,pages,or,files,,we,are,writing,to,inform,you,that,we,will,no,longer,be,supporting,these,features,starting,february,2011,we,made,this,decision,so,that,we,can,focus,on,improving,the,core,functionalities,of,google,groups,--,mailing,lists,and,forum,discussions,instead,of,these,features,,we,encourage,you,to,use,products,that,are,designed,specifically,for,file,storage,and,page,creation,,such,as,google,docs,and,google,sites,for,example,,you,can,easily,create,your,pages,on,google,sites,and,share,the,site,(http://www,google,com/support/sites/bin/answer,py?hl=en&answer=174623),with,the,members,of,your,group,you,can,also,store,your,files,on,the,site,by,attaching,files,to,pages,(http://www,google,com/support/sites/bin/answer,py?hl=en&answer=90563),on,the,site,if,you�re,just,looking,for,place,to,upload,your,files,so,that,your,group,members,can,download,them,,we,suggest,you,try,google,docs,you,can,upload,files,(http://docs,google,com/support/bin/answer,py?hl=en&answer=50092),and,share,access,with,either,group,(http://docs,google,com/support/bin/answer,py?hl=en&answer=66343),or,an,individual,(http://docs,google,com/support/bin/answer,py?hl=en&answer=86152),,assigning,either,edit,or,download,only,access,to,the,files,you,have,received,this,mandatory,email,service,announcement,to,update,you,about,important,changes,to,google,groups ) words length : 220 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : oem,adobe,microsoft,softwares,fast,order,and,download,microsoft,office,professional,plus,2007/2010,$129,microsoft,windows,ultimate,$119,adobe,photoshop,cs5,extended,adobe,acrobat,pro,extended,windows,xp,professional,thousand,more,titles ) words length : 32 ham : 0.000000 spam : 0.000000 spam test data ( label : ham, data : zach,hamm,commented,on,your,status,zach,wrote:,"doggy,style,enough,said,,thank,you,good,night" ) words length : 17 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : bargains,here!,buy,phentermin,37,mg,(k-25),buy,genuine,phentermin,at,low,cost,visa,accepted,30,$130,50,60,$219,00,90,$292,50,120,$366,00,180,$513,00 ) words length : 30 ham : 0.002941 spam : 0.000000 ham test data ( label : ham, data : this,e-mail,was,sent,from,notification-only,address,that,cannot,accept,incoming,e-mail,please,do,not,reply,to,this,message,thank,you,for,your,online,reservation,the,store,you,selected,has,located,the,item,you,requested,and,has,placed,it,on,hold,in,your,name,please,note,that,all,items,are,held,for,day,please,note,store,prices,may,differ,from,those,online,if,you,have,questions,or,need,assistance,with,your,reservation,,please,contact,the,store,at,the,phone,number,listed,below,you,can,also,access,store,information,,such,as,store,hours,and,location,,on,the,web,at,http://www,borders,com/online/store/storedetailview_98 ) words length : 104 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : you,have,everything,to,gain!,incredib1e,gains,in,length,of,3-4,inches,to,yourpenis,,permanantly,amazing,increase,in,thickness,of,yourpenis,,up,to,30%,betterejacu1ation,control,experience,rock-harderecetions,explosive,,intenseorgasns,increase,volume,ofejacu1ate,doctor,designed,and,endorsed,100%,herbal,,100%,natural,,100%,safe ) words length : 48 ham : 0.000000 spam : 0.000000 ham test data ( label : ham, data : hi,peter,,these,are,the,only,good,scenic,ones,and,it's,too,bad,there,was,girl's,back,in,one,of,them,just,try,to,enjoy,the,blue,sky,)) ) words length : 30 ham : 0.000000 spam : 0.000000 spam test data ( label : spam, data : bargains,here!,buy,phentermin,37,mg,(k-25),buy,genuine,phentermin,at,low,cost,visa,accepted,30,$130,50,60,$219,00,90,$292,50,120,$366,00,180,$513,00 ) words length : 30 ham : 0.002941 spam : 0.000000 ham