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“…Debus et al 8 proposed that the algorithm is expected to have a strong application in the employment of college graduates, which can predict the employment situation of college graduates. Fonseca and Utrero 9 believed that one of the important theoretical foundations common to existing machine learning methods is statistics, while statistical research is the asymptotic theory when the number of samples tends to infinity, and this condition is difficult to establish in actual text classification. Dutton 10 suggested that all kinds of research can only be concluded under a limited sample, and it is difficult to have the desired effect, especially when the problem is in high‐dimensional space, which is a fundamental problem in existing machine learning theories and methods, including pattern recognition and neural networks.…”
Section: Related Workmentioning
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“…Debus et al 8 proposed that the algorithm is expected to have a strong application in the employment of college graduates, which can predict the employment situation of college graduates. Fonseca and Utrero 9 believed that one of the important theoretical foundations common to existing machine learning methods is statistics, while statistical research is the asymptotic theory when the number of samples tends to infinity, and this condition is difficult to establish in actual text classification. Dutton 10 suggested that all kinds of research can only be concluded under a limited sample, and it is difficult to have the desired effect, especially when the problem is in high‐dimensional space, which is a fundamental problem in existing machine learning theories and methods, including pattern recognition and neural networks.…”
Section: Related Workmentioning
“…De maneira geral, salienta-se que o estudo de Finanças é preponderante para se entender e compreender como os empreendimentos são avaliados e financiados (Fonseca & Utrero, 2017), seus recursos financeiros e riscos são geridos (Dionne, 2013), e como o mercado financeiro atua na intermediação das transações que o viabilizam (Leal, Almeida & Bortolon, 2013). Neste sentido, observase que assuntos relacionados a finanças (Rocha et al, 2014), como por exemplo, o mercado financeiro, mercado de capitais (Herling et al, 2014), vêm se desenvolvendo e crescendo nos últimos anos no Brasil (Rocha et al, 2014).…”
Section: Mercados Financeiro De Crédito E De Capitais: Conceitos E Punclassified