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Census income dataset project The importance of this project lies in, for example, helping non-profit organizations evaluate their much-needed donation requests from different individuals. In this notebook, we are going to predict whether a person's income is above 50k or below 50k using various features like age, education, and occupation. . In [1]: importsklearnimportshapshap. This example uses the standard adult census income datasetfrom the UCI machine learning data repository. initjs() Load the census data¶. Census income classification with scikit-learn¶. The project aims to employ several supervised techniques to accurately predict individuals' income. Also known as "Census Income" dataset, it's originally donated Building a classification model for predicting the income using the Adult Census Income Dataset. Also known as Adult dataset. Sep 4, 2021 · In this blog-post, I will go through the whole process of creating a machine learning model on the census income dataset. Also known as "Census Income" dataset. This data was extracted from the 1994 Census bureau database by Apr 30, 1996 · Predict whether income exceeds $50K/yr based on census data. We train a k-nearest neighbors classifier using sci-kit learn and then explain the predictions. In [2]: Apr 30, 1996 · Predict whether annual income of an individual exceeds $50K/yr based on census data. Mar 24, 2020 · Abstract: Based on every observation's attributes, predict whether a instance aka a person, income exceeds US$50,000 annually. Extraction was done by Barry Becker from the 1994 Census database. ahz ssp slmvvb abo bjk akee ywv zjpqke usfw ovfl |
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