资源描述：
《基于代价敏感学习的房地产企业财务预警模型分析》由会员上传分享，免费在线阅读，更多相关内容在应用文档-天天文库。
1、哈尔滨工业大学管理学硕士学位论文AbstractFinancialcrisiswarningmodel’sestablishmentisonanidealhypothesisthattrainingsetisabsolutelyright,whichmeansthatthereisfinancialcrisisinfinancialcrisisenterprisesandthereisnopotentialfinancialcrisisinfinancialhealthenterprises.Butwhenweestablis
2、hfinancialcrisiswarningmodel,howcouldweguaranteethecorrectnessoftrainingset’scategoryifweuseBPneuralnetworksmethodduringtrainingandsimulation.Itisfatalsignificanceforfinancialcrisiswarningmodelbasedonthetrainingsetsampleifthereiswrongaboutthetrainingsetcategory,beca
3、usethiscategorymistakeaffectstheaccuracyoffinancialcrisiswarningmodel,whichiscrucialforthefinancialcrisiswarningmodel’ssuccessorfailure.Basedonformerscholar’sresearchonfinancialcrisiswarningindexsystem,thepaperretainsindexesextractedfromthebalancesheet,incomestateme
4、ntandstatementofcashflows,suchas,solvency,profitability,operatingcapacity,abilitytogrow,abilitytoexpandandindexaboutcashflowsandcombinesindexaboutcooperategovernanceandauditopinion.Thepaperabandonsthesefuzzyindexeslikestrategicmanagement,staffrelationshipandlifecycl
5、eandindexwhichcanbecalculatedfromexistingindexlikeEVA.Meanwhile,thepaperputsforwardlandreserveindextohighlightfinancialmanagementcharacteristicsofrealestatecompaniesandpolicyrestrictionsindextohighlightChina’srealestatemarketpolicybasedonpolicyonfinance,taxanddealre
6、gistration.Whenthepaperdesignsfinancialcrisiswarningprocess,BPneuralnetworkscategorymethodisusedtoreflecttheideaofcost-sensitivelearning.Afterthat,thepaperestablishesfinancialcrisiswarningmodelbasedoncost-sensitivelearningandBPneuralnetworks.Thespecificprogressofthe
7、modelisasfollows:firstly,thepaperstandardizes41indexesof9aspects.Secondly,thesamplesaredividedintotrainingsetandsampletested.Thirdly,thepaperabandonsthewrongsamplestoreflectthecost-sensitivelearningideaaftersimulationandputtherestofsampletestedbacktothetrainingset.F
8、ourthly,thepaperdoestheformerworkagainuntil5resultsarecompletelyright.Thisisfinancialcrisiswarningmodelbasedoncost-sensitivelearningthepap
