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bushra-ansari / Predicting-Term-Deposit-Subscription-by-a-Client-by-SVM-Classifier

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Support Vector Machine Classification model is applied on bank dataset containing 41188 rows and 21 columns. The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was required, in order to assess if the product (b…

correlation exploratory-data-analysis support-vector-machine dummies hyperparameter-tuning boxplot svm-classifier imbalanced-data feature-scaling bivariate-analysis univariate-analysis categorical-predictors random-under-sampling model-evaluation-metrics
  • Updated Jul 5, 2022
  • Jupyter Notebook

Jean-LucasLS / Regressao-Linear-1

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Utilizando-se a técnica de regressão linear, com o auxílio do framework scikit-learn, foram realizados dois projetos nos quais foram utilizados dois databases diferentes (um de consumo de cerveja, e outro do preço de imóveis). Utlizando-se ambos, foi possível prever o consumo de cerveja e o preço dos imóveis, com base nas variáveis explanatórias.

machine-learning statistics numpy scikit-learn pandas seaborn predictive-modeling boxplot frequency-analysis correlation-matrix r2-score
  • Updated Feb 13, 2024
  • Jupyter Notebook

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