[{"data":1,"prerenderedAt":219},["ShallowReactive",2],{"project-2086836":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":9,"maker":10,"posted_at":11,"year":12,"points":13,"comments":14,"rank_in_year":15,"shown_in_year":16,"top":17,"tier":18,"category":19,"subcategory":20,"format":21,"keywords":22,"reception":27,"sentiment":28,"stance_mix":29,"scored_comments":34,"aspects":35,"strip":41,"post_text":43,"what":44,"said":63,"maker_in_thread":120,"shape":131,"grid":134,"attempts":179,"same_week":180,"maker_shows":13,"maker_hidden":210,"reader_version":211,"card":212},"2086836","My weekend project","A classifier that classifies text as stupid\u002Fclever.","title","Show HN: My weekend project: A classifier that classifies text as stupid\u002Fclever.",null,"StavrosK",1294617160,2011,14,19,642,1097,59,"shown","ai","text classifier","web_app",[20,23,24,25,26],"comment quality","stupid clever","machine learning","sentiment filter","roasted",-0.421,{"positive":30,"neutral":31,"mixed":32,"critical":33},1,2,0,5,8,{"design":36,"performance":37,"execution":39,"idea":40},{"positive":32,"critical":32},{"positive":32,"critical":38},4,{"positive":32,"critical":30},{"positive":32,"critical":32},[32,42,32,33,32,30,32,30,32,30,30,32,30,42,32,32,32,32,32],3,"Over a weekend at a friend's house we wrote a text classifier that classifies comments as stupid\u002Fclever. We used various techniques to train it, but here it is:\n\nhttp:\u002F\u002Fwww.pythiafilter.com\u002F\n\nIt doesn't understand content, only style (mostly), so if you post something incoherent but grammatical it will probably think it's clever. It's not perfect, but it got 94% accuracy or so on the test set (which, admittedly, wasn't of very high quality). YMMV, and this is just something we did for fun one day, so don't take anything it says seriously.",{"problem":45,"audience":9,"pricing":9,"motivation":51,"time_to_build":55,"stack":59,"openness":60,"stage":61,"team_size":62},{"value":46,"source":47,"evidence":48},"Judging whether a comment is stupid or clever","maker",[49],{"id":50},"post",{"value":52,"source":47,"evidence":53},"Built for fun over a weekend",[54],{"id":50},{"value":56,"source":47,"evidence":57},"A weekend",[58],{"id":50},[],"unknown","beta","team",{"praise":64,"objections":73,"requests":103,"questions":114,"alternatives":119},[65],{"value":66,"source":67,"evidence":68},"Fun idea, good luck with it","commenter",[69],{"id":70,"by":71,"text":72},"2086952","mishmash","Cool good luck with it. :)",[74,89,96],{"value":75,"source":67,"evidence":76},"Classifier gives wrong results on obvious nonsense and simple sentences",[77,81,85],{"id":78,"by":79,"text":80},"2087913","instakill","\"Hello, my name is John\" is of low quality.",{"id":82,"by":83,"text":84},"2087401","solipsist","Everyone will be happy to know that entering the entire comment section of Hacker New's top post at the moment[1] returned 'Your text was of high quality' while Reddit's top…",{"id":86,"by":87,"text":88},"2086978","requinot59","\"I think a grain of salt have more value than a possible bird might shake nowadays then caliber it for turtles and China.\" Mark V. Shaney -- High quality troller since 1983 ;-)",{"value":90,"source":67,"evidence":91},"Training data from Reddit and YouTube may bias results",[92],{"id":93,"by":94,"text":95},"2088333","growt","You might end up with a classifier that considers some memes and topics (tech,games) that originate from reddit as high quality and youtube centric stuff as low quality…",{"value":97,"source":67,"evidence":98},"Source code not released",[99],{"id":100,"by":101,"text":102},"2086998","candre717","Will you be releasing the source code?",[104,110],{"value":105,"source":67,"evidence":106},"Save results and provide shareable link",[107],{"id":108,"by":71,"text":109},"2086871","Is it possible to link to the results page to pass it around?",{"value":111,"source":67,"evidence":112},"Release the source code",[113],{"id":100,"by":101,"text":102},[115],{"value":116,"source":67,"evidence":117},"Can results be linked to share?",[118],{"id":108,"by":71,"text":109},[],{"comments":34,"answered":38,"key":121},[122,125,128],{"id":123,"text":124},"2086838","Clickable: http:\u002F\u002Fwww.pythiafilter.com\u002F",{"id":126,"text":127},"2086932","Unfortunately not, it doesn't store anything for now, it's an API that just gives you a 0\u002F1 for stupid\u002Fclever. That's a good suggestion, though. I'll add a feature to save the…",{"id":129,"text":130},"2087068","Thanks :)",{"commenters":132,"max_depth":33,"maker_replies":34,"first_comment_mins":32,"lifespan_hours":133},10,18,[135,137,139,140,142,144,146,149,150,152,153,157,160,161,163,166,171,175,177],[123,32,32,136,10,30],"project\u002Fneutral\u002Fnone",[108,32,42,138,71,32],"project\u002Fneutral\u002Fdesign",[126,32,32,138,10,30],[70,32,33,141,71,32],"maker\u002Fpositive\u002Fnone",[129,32,32,143,10,30],"maker\u002Fneutral\u002Fnone",[82,30,30,145,83,32],"project\u002Fcritical\u002Fperformance",[147,30,32,148,10,30],"2088110","maker\u002Fneutral\u002Fperformance",[93,30,30,145,94,32],[151,30,32,148,10,30],"2088340",[86,31,30,145,87,32],[154,42,30,155,156,32],"2087412","project\u002Fcritical\u002Fexecution","templaedhel",[158,42,32,159,10,30],"2088113","maker\u002Fneutral\u002Fexecution",[78,38,30,145,79,32],[100,33,42,162,101,32],"project\u002Fneutral\u002Fidea",[164,33,32,165,10,30],"2087052","maker\u002Fneutral\u002Fidea",[167,168,32,169,170,32],"2087387",6,"other\u002Fneutral\u002Fnone","johnthomas682",[172,168,32,173,174,32],"2087741","commenter\u002Fneutral\u002Fnone","sorbus",[176,168,32,173,10,30],"2088109",[178,168,32,169,174,32],"2089153",[],[181,186,191,196,201,205],{"id":182,"name":183,"points":184,"category":185},"2088213","3DTin",62,"creative",{"id":187,"name":188,"points":189,"category":190},"2094800","OneFatPig",29,"finance_crypto",{"id":192,"name":193,"points":194,"category":195},"2097429","Math.ly",28,"learning_science",{"id":197,"name":198,"points":199,"category":200},"2087598","7courses",23,"productivity",{"id":202,"name":203,"points":204,"category":200},"2082873","my holiday project",22,{"id":206,"name":207,"points":208,"category":209},"2084819","My Weekend Project",20,"games",false,"v2",{"id":213,"name":5,"line":6,"ai":210,"cat":19,"year":12,"points":13,"comments":14,"rec":27,"s":214,"top":17,"kw":215,"maker":10,"domain":216,"tier":18,"attempts":32,"strip":217,"url":-1,"mix":218,"praise":66,"objection":75,"sub":20},2086836,-0.42,[20,23,24,25,26],"","0305010101101300000",[30,31,32,33],1794036485656]