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Data622: EDA for Bank Transactions from a Portuguese Bank to Predict Term Deposits
This analysis explores a full dataset, including additional socioeconomic features, to assess factors influencing term deposit subscriptions. The study provides recommendations on classifier selection and outlines next steps for preprocessing to improve model performance.
Assignment 1: Exploratory Data Analysis
Spring 2025 DATA 622
CASO 8
PERMUTACIONES
可视化(UMAP)
更好地平衡局部和全局结构,能够同时展示细胞簇的细节和整体分布。
簇之间的相对位置更接近真实关系。
对超参数的敏感性较低,结果更稳定。
Plot
ACF function
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Seasonal subset of price index
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Price index of fruit