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pythonBeginner

Iris Flower Classification Model

A beginner-friendly Machine Learning project in Python.

Python
scikit-learn
Pandas
Matplotlib
Jupyter

About the Project

Your first step into AI and ML. This Jupyter Notebook uses the famous Iris dataset to train a classification model using scikit-learn. Includes data visualization, model training, and accuracy evaluation.

Key Features

  • Exploratory Data Analysis (EDA) with visualizations
  • Implementation of K-Nearest Neighbors (KNN) algorithm
  • Model training and testing splits
  • Confusion matrix and accuracy scoring
Run in 2 mins
$gitclone https://github.com/oruzen/ml-iris-classification.git
$cdml-iris-classification
$pipinstall jupyter pandas scikit-learn matplotlib
$jupyternotebook iris_classification.ipynb

Downloads

18.9k