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Analyse and explore the Boston house price data; Split the data for training and testing; Run a Multivariable Regression; Evaluate how the model's coefficients and residuals; Use data transformation to improve the model performance; Use the model to estimate a property price
This dataset contains information collected by the U.S Census Service concerning housing in the area of Boston Mass. It was obtained from the StatLib archive ( http://lib.stat.cmu.edu/datasets/boston ), and has been used extensively throughout the literature to benchmark algorithms.
The Boston housing dataset is built into scikit-learn, so we can import it easily, as follows. [ ] from sklearn.datasets import load_boston. boston = load_boston() But the boston object...
Boston Housing Analysis. This repository contains a comprehensive analysis of the Boston Housing dataset using various regression models, including Linear Regression, Lasso Regression, and Ridge Regression.
This dataset contains information collected by the U.S Census Service concerning housing in the area of Boston Mass. It was obtained from the StatLib archive (...
This dataset contains information collected by the U.S Census Service concerning housing in the area of Boston Mass. It was obtained from the StatLib archive (http://lib.stat.cmu.edu/datasets/boston), and has been used extensively throughout the literature to benchmark algorithms.
The Boston Housing dataset is a popular dataset used in machine learning and regression analysis. It contains information about various factors that can affect housing prices in the Boston area.
The Boston housing dataset is a dataset that has median value of the house along with 13 other parameters that could potentially be related to housing prices. These are the factors such as socio-economic conditions, environmental conditions, educational facilities and some other similar factors.
Oct 5, 2018 · We will take the Housing dataset which contains information about different houses in Boston. This data was originally a part of UCI Machine Learning Repository and has been removed now. We can also access this data from the scikit-learn library.
