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lime

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This project aims to build a machine learning models to predict whether a tumor is malignant or benign based on the Breast Cancer dataset. Various classification algorithms are tested, including Logistic Regression, Random Forest, and Support Vector Machine (SVM).

  • Updated Feb 20, 2025

This repository contains my work and learnings from a class on Intelligent Analytics. It contains works on Percetrons, Support Vector Machines, Deep Learning methods, Dimensionality Reduction, Decision Trees, Ensemble methods and so much more. It's for my continous learning on the subject

  • Updated Feb 20, 2025

This repository contains my work and learnings from a class on Intelligent Analytics. It contains works on Percetrons, Support Vector Machines, Deep Learning methods, Dimensionality Reduction, Decision Trees, Ensemble methods and so much more. It's for my continous learning on the subject

  • Updated Feb 17, 2025
  • Jupyter Notebook

This project aims to develop a machine learning-based predictive model to estimate the probability of default among credit card customers in Taiwan. The project also evaluates the model performance using advanced metrics like the Kolmogorov-Smirnov (K-S) statistic to ensure robust and actionable insights for financial decision-making.

  • Updated Feb 3, 2025
  • Jupyter Notebook

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