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k-nearest-neighbor-classifier

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Ruban2205 / Iris_Classification

Star 13

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

machine-learning logistic-regression iris-dataset support-vector-classifier logistic-regression-algorithm navie-bayes-algorithm iris-classification k-nearest-neighbor-classifier
  • Updated Oct 4, 2023
  • Jupyter Notebook

Ayantika22 / PCA-Principle-Component-Analysis-For-Seed-Dataset

Star 5

PCA(Principle Component Analysis) For Seed Dataset in Machine Learning

classifier machine-learning jupyter-notebook classification accuracy logistic-regression python-3 unsupervised-learning support-vector-machines decision-tree-classifier principle-component-analysis random-forest-classifier knn-classifier gaussian-naive-bayes seed-dataset k-nearest-neighbor-classifier dimensionality-reduction-technique cohen-kappa
  • Updated Jun 30, 2020
  • Jupyter Notebook

KhaledAshrafH / KNN-Classifier

Star 3

This repository contains a Python implementation of a K-Nearest Neighbors (KNN) classifier from scratch. It's applied to the "BankNote_Authentication" dataset, which consists of four features (variance, skew, curtosis, and entropy) and a class attribute indicating whether a banknote is real or forged.

machine-learning machine-learning-algorithms k knn k-nearest-neighbours knn-classification k-nearest-neighbors euclidean-distance knn-classifier knn-algorithm banknote-authentication k-nearest-neighbor-classifier
  • Updated Aug 24, 2023
  • Python

tboudart / Life-Expectancy-Regression-Analysis-and-Classification

Star 2

I contributed to a group project using the Life Expectancy (WHO) dataset from Kaggle where I performed regression analysis to predict life expectancy and classification to classify countries as developed or developing. The project was completed in Python using the pandas, Matplotlib, NumPy, seaborn, scikit-learn, and statsmodels libraries. The r…

python numpy scikit-learn pandas seaborn naive-bayes-classifier jupyter-notebooks ridge-regression statsmodels decision-tree-classifier gradient-boosting-classifier lasso-regression support-vector-classifier random-forest-classifier random-forest-regression ordinary-least-squares matplotlib-pyplot k-nearest-neighbor-classifier adaboost-classifier
  • Updated Jun 29, 2021
  • Jupyter Notebook

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