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[feat] 전처리, 불균형 해소 #2

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1,004 changes: 1,004 additions & 0 deletions catboost_info/catboost_training.json

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1,001 changes: 1,001 additions & 0 deletions catboost_info/learn_error.tsv

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1,001 changes: 1,001 additions & 0 deletions catboost_info/time_left.tsv

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2,554 changes: 2,554 additions & 0 deletions code(1).ipynb

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564 changes: 0 additions & 564 deletions code.ipynb

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12,750 changes: 12,750 additions & 0 deletions logs.log

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128 changes: 128 additions & 0 deletions permitted.json
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{
"customer_job":{"engin":"EN", "administr":"AD", "educ":"ED", "sale":"SA", "inform":"IF", "oper":"OP", "purchas":"PA", "art":"AT", "busi":"BS", "manag":"MA", "dump_key":"OT", "technolog":"TC", "develop":"DV", "consult":"CS", "media":"ME"},

"product_category":{"signag":"SG", "board":"BD", "multi-split":"MS", "single-split":"SS", "tv":"TV", "vrf":"VR", "dump_key":["DB","VR","SG","SS","MS","TV","IT","DT","VI","IT","DT","VI","WL","LD","SE"], "interact":"IT", "digit":"DT","video":"VI","wall":"WL","led":"LD","seri":"SE"},

"customer_country":{"india":"AP", "brazil":"LA", "unitedstates":"NA", "mexico":"LA", "philippines":"AP", "colombia":"LA", "u.a.e":"NA", "unitedkingdom":"EU", "saudiarabia":"OT", "chile":"LA", "italy":"EU",
"peru":"LA", "germany":"EU", "poland":"EU", "egypt":"OT", "vietnam":"AP"},

"region":{
"LGEAG": "LA",
"LGECZ": "EU",
"LGEFS": "EU",
"LGEDG": "EU",
"LGEHS": "EU",
"LGEMK": "EU",
"LGEIS": "EU",
"LGESC": "EU",
"LGEEH": "EU",
"LGEBN": "EU",
"LGEWR": "EU",
"LGEPL": "EU",
"LGEMA": "EU",
"LGEPT": "EU",
"LGERO": "EU",
"LGEES": "EU",
"LGENO": "EU",
"LGESW": "EU",
"LGEUK": "EU",
"LGEAK": "OT",
"LGERM": "OT",
"LGERI": "OT",
"LGERA": "OT",
"LGEUR": "OT",
"LGELV": "OT",
"LGEAS": "OT",
"LGEEG": "OT",
"LGELF": "OT",
"LGESK": "OT",
"LGEMC": "OT",
"LGESA": "OT",
"LGETU": "OT",
"LGEOT": "OT",
"LGEDF": "OT",
"LGEGF": "OT",
"LGEME": "OT",
"LGEAF": "OT",
"LGEAO": "OT",
"LGENI": "OT",
"LGETK": "OT",
"LGEAT": "OT",
"LGESJ": "OT",
"LGEEF": "OT",
"LGEYK": "OT",
"LGEIR": "OT",
"LGEEB": "OT",
"LGELA": "OT",
"LGEBT": "OT",
"LGEAP": "AP",
"LGEQA": "AP",
"LGETL": "AP",
"LGECH": "AP",
"LGEYT": "AP",
"LGETR": "AP",
"LGETA": "AP",
"LGESY": "AP",
"LGESH": "AP",
"LGEQH": "AP",
"LGEQD": "AP",
"LGEPN": "AP",
"LGENE": "AP",
"LGEKS": "AP",
"LGEHZ": "AP",
"LGEHN": "AP",
"LGEHK": "AP",
"LGEIL": "AP",
"LGEPH": "AP",
"LGEVH": "AP",
"LGEKR": "AP",
"LGESL": "AP",
"LGEIN": "AP",
"LGETH": "AP",
"LGEML": "AP",
"LGETT": "AP",
"LGEJP": "AP",
"LGECI": "NA",
"LGERS": "NA",
"LGEMX": "NA",
"LGEMS": "NA",
"LGEMM": "NA",
"LGEMR": "NA",
"LGEUS": "NA",
"LGEMU": "NA",
"LGEAI": "NA",
"LGEBR": "LA",
"LGECL": "LA",
"LGEVZ": "LA",
"LGECB": "LA",
"LGEPS": "LA",
"LGEPR": "LA",
"LGESP": "LA",
"LGEAR": "LA"
},

"inquiry_type":{"quotation":"QP", "purchase":"QP", "sales":"SA"},

"customer_position":{"none":"NO", "manager":"MA", "founder":"FD", "director":"DR", "entry":"EN", "analyst":"AN", "partner":"PA", "level":"LV", "execut":"EX", "c-level":"CL", "traine":"TR", "presid":"PR", "vice":"VI", "intern":"IN"},

"values":{
"customer_country":["AP", "LA", "NA", "EU", "OT"],
"business_unit":["ID", "AS", "ETC"],
"customer_job":["OT", "EN", "AD", "ED", "SA", "PA", "OP", "IF", "AT", "BS", "MA"],
"inquiry_type":["QP", "SA", "OT"],
"product_category":["OT", "SG", "VR", "MS", "SS", "TV"],
"customer_position":["NO", "OT", "MA", "FD", "DR", "AN", "PA", "EN"],
"response_corporate":["AP", "LA", "NA", "EU", "OT"]
},
"response_corporate":{"LGEIL":1, "LGESP":1, "LGEUS":1, "LGEMS":1, "LGEPH":1, "LGEGF":1, "LGECB":1, "LGEUK":1, "LGESJ":1, "LGECL":1, "dump_key":1},
"business_area":"dump_value",
"enterprise":"dump_value",
"business_unit":"dump_value",

"com_reg_ver_win_rate":{"india":0.0539286750418902, "brazil":0.0418774179385441, "unitedstates":0.4620120145427204, "mexico":0.0659017598144631, "philippines":0.0659324260294476, "colombia":0.0556970117673392,
"u.a.e":0.0607303305085424, "unitedkingdom":0.0317933010020193, "saudiarabia":0.0511754957742735, "chile":0.0469397451454499, "italy":0.0273325810793504, "peru":0.0489863443246679, "germany":0.0415243385139252,
"poland":0.0378620229771952, "egypt":0.0508053866664325, "vietnam":0.11723553871619818, "OT":0.0740600101966628},
"customer_type":{"endcustomer":"EC", "specifier/influencer":"SI", "channelpartner":"CP", "dump_key":"OT"},
"expected_timeline":{"lessthan3months":"L3", "3months~6months":"36", "morethanayear":"MY", "9months~1year":"91", "6months~9months":"69", "dump_key":"OT"}
}

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