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z9V{G4czFKrMuJ37fJI!2MT$#|hfRu$heLu_T#|=Vij{*!oR^E2U6MnBONiwEU-I8A z{}U&`#>Mr2;tl}9Nq*)KV*)nKxl%kWXF`DNrz38pdB_+h4WIobyx!31b_YD1-&s zGQcJlHY*uIRf2E1l!)HS-iAQ=grVkK}%M(Yz*%DAa1DffuV?7q2B zkn82!oPi2H^bxX5Sx*)|L~@7OIv9yVrPH8`RcNBX5b4ZHD#l7%GQ@$KbiIkt-sngx zPo%{#omk2!kLulMNh^(gqnlA!slj-BKEsxBay}z0>WS-(r!l*nfBHV=>bq|p;B}L8 weHXq~WXt~bdVL4-FFBJ|<^LsBu5QLIZeA|t7I3UQ99%ryaFmpi%2IIu3tgki3;+NC diff --git a/texto/03-exemplo/main.tex b/texto/03-exemplo/main.tex index a74a5c2..d75d05f 100644 --- a/texto/03-exemplo/main.tex +++ b/texto/03-exemplo/main.tex @@ -77,8 +77,9 @@ \subsection{Árvores de decisão} \subsection{Plano de análise de dados} -Construiu-se um modelo de aprendizagem de máquina do tipo árvore de decisão para predizer melhora nos níveis de sintomas depressivos após a intervenção. Foram utilizados a linguagem -de programação Python na versão 3.12 \cite{Python} e o pacote para processamento estatístico e de aprendizagem de máquina scikit-learn na versão 1.5 \cite{ScikitLearn}. +Construiu-se um modelo de aprendizagem de máquina do tipo árvore de decisão para predizer melhora nos níveis de sintomas depressivos a nível individual após a intervenção. +Foram utilizados a linguagem de programação Python na versão 3.12 \cite{Python} e o pacote para processamento estatístico e de aprendizagem de máquina scikit-learn na versão +1.5 \cite{ScikitLearn}. O conjunto de dados do estudo original, que incluia observações sobre diversas ocasiões de follow-up, foi filtrado para obter somente as observações de pré-teste e pós-teste; os dados de pré-teste e pós-teste de cada participante foram combinados para compor uma única observação. A partir dos dados de pré-teste, foram mantidas as variáveis sociodemográficas (sexo, idade, @@ -91,9 +92,36 @@ \subsection{Plano de análise de dados} classificação de não respondentes. Separou-se aleatoriamente $20\%$ das observações disponíveis para compor o conjunto de dados de teste; os $80\%$ restantes foram utilizados para o treinamento do modelo de árvore de decisão. -O critério estabelecido para a seleção de regras de decisão foi o de entropia de Shannon \cite{ScikitLearn} e a profundidade máxima permitida para a árvore resultante foi de cinco níveis. O -desempenho do modelo foi avaliado por meio da acurácia preditiva: o percentual de previsões corretas realizadas pelo modelo quando exposto ao conjunto de dados de teste. +O critério estabelecido para a seleção de regras de decisão foi o de entropia de Shannon \cite{ScikitLearn} e a profundidade máxima permitida para a árvore resultante foi de cinco níveis. + +Utilizou-se o modelo na predição de desfechos para o conjunto de dados de testes, mantido em separado até então, e seu desempenho foi avaliado por meio das métricas de acurácia, precisão e +recall. Acurácia representa o percentual de predições corretas realizadas pelo modelo de modo geral. Precisão refere-se à razão entre classificações positivas corretas e o total de classificações +positivas feitas pelo modelo. Recall refere-se à razão entre as classificações positivas corretas e o total de observações positivas no conjunto de dados de teste. \subsection{Resultados e discussão} -A. +O modelo de árvore de decisão gerado é apresentado na figura \ref{fig:arvore}. O modelo conta com 17 nós organizados em uma estrutura com cinco níveis de profundidade sendo um nó raiz, sete +nós intermediários e nove nós folha. As regras de decisão selecionadas verificam os valores de oito variáveis distintas: a pontuação total no CES-D, a pontuação nos itens 13 e 19 do CES-D, +a pontuação nos itens 7, 15, 20 e 22 do AHI e a renda da participante. O item 13 da CES-D diz respeito a falar menos que o usual; o item 19 do instrumento refere-se ao sentimento de não ser +apreciado por outras pessoas. Os itens 7, 15, 20 e 22 da AHI referem-se respectivamente a sentimentos de tédio, satisfação com o trabalho, bom uso do tempo e experiências de prazer e dor. +Além da regra de decisão selecionada, o diagrama apresenta, para cada nó, informações sobre as partições geradas durante o processo de treinamento: o número de observações que alcançaram o +nó (samples), o nível de entropia de Shannon para as observações (entropy), a distribuição das observações entre as classes não respondente e respondente respectivamente (value) e a classe +predominante nas observações (class). A coloração dos nós no diagrama indica a classe predita pelo modelo, com a cor laranja representando participantes não respondentes e a cor azul representando +participantes respondentes. + +\begin{figure}[h] + \centering + \includegraphics[width=\textwidth]{./03-exemplo/imagens/arvore.png} + \caption{Modelo de árvore de decisão gerado.} + \label{fig:arvore} +\end{figure} + +A figura \ref{fig:matriz} apresenta a matriz de confusão com as classificações obtidas para o conjunto de dados de teste. O modelo construído foi capaz de predizer a melhora nos níveis de sintomas +depressivos das participantes do conjunto de dados de teste com uma acurária de $0,714$, precisão de $0,500$ e recall de $0,833$. + +\begin{figure}[h] + \centering + \includegraphics[width=0.5\textwidth]{./03-exemplo/imagens/matriz.png} + \caption{Classificações para o conjunto de dados de teste.} + \label{fig:matriz} +\end{figure} diff --git a/texto/references.bib b/texto/references.bib index faddf2e..46dbee8 100644 --- a/texto/references.bib +++ b/texto/references.bib @@ -246,7 +246,6 @@ @inproceedings{Ng2001 pages = {}, publisher = {MIT Press}, title = {On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes}, - url = {https://proceedings.neurips.cc/paper_files/paper/2001/file/7b7a53e239400a13bd6be6c91c4f6c4e-Paper.pdf}, volume = {14}, year = {2001} }