**R + Python Binary Logistic Regression** | Case Studies
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Mar 3, 2026 - Jupyter Notebook
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logistic-regression-model
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The dataset contains information regarding residential properties which were collected by the US Census Service, the period 2006 to 2010.
feature-selection imputation linear-discriminant-analysis leave-one-out-cross-validation preliminary-analysis numerical-and-graphical-summaries logistic-regression-model random-forest-and-boosting validation-set-approach
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Jun 8, 2020
Credit Risk Classification
pandas logistic-regression resampled-data confusion-matrix loans lending classification-report imbalanced-learning credit-risk randomoversampler data-testing logistic-regression-model target-classification credit-risk-classification data-training
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Aug 6, 2024 - Jupyter Notebook
The objective of this project is to utilize different methodologies to develop and assess a loan risk model. The dataset used in this project is based on past lending transactions from a peer-to-peer lending services provider. The goal is to create a model that can accurately determine the creditworthiness of borrowers.
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Mar 27, 2023 - Jupyter Notebook
ML classifier for public transport feedback using NLP and Logistic Regression. Classifies reviews as positive or negative with visualizations.
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Jul 6, 2026 - Python
Titanic survival prediction using Logistic Regression with data preprocessing and classification evaluation.
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Aug 11, 2026 - Jupyter Notebook
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