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Housing sale price prediction using linear regression, Ridge, KNN, Catboost and XGBoost

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Wamae/HousingSalesPrediction

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Housing Sale Prediction

Description

This project is an analysis of house sale data in Ames IOWA from 1872 - 2010. It explores the features using CRISP-DM. In the modelling process, we used the following models:

Technologies used

Articles

Installation

To run the notebook use your favorite IDE and just press run.

License

Copyright (C) 2023 Benson Wamae

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

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