/fish_market

Primary LanguageJupyter Notebook

Fish Market Model using Linear Regression

Overview

This repository contains a model built to predict fish species in a market based on various features using linear regression.

Dataset

The dataset (Fish.csv) contains information on fish species, including weight, length, height, and width.

Model

The model is trained using linear regression to predict fish species.

Files

  • Fish.csv: Dataset
  • fish_species_model.pkl: Trained model
  • label_encoder.pkl: Label encoder
  • fish_market_model.ipynb: Jupyter Notebook with code
  • README.md: Overview of the repository

Usage

  1. Clone the repository.
  2. Load the model and label encoder.
  3. Prepare data for prediction.
  4. Make predictions.

Dependencies

  • Python
  • scikit-learn
  • pandas
  • joblib