This repository contains a model built to predict fish species in a market based on various features using linear regression.
The dataset (Fish.csv
) contains information on fish species, including weight, length, height, and width.
The model is trained using linear regression to predict fish species.
Fish.csv
: Datasetfish_species_model.pkl
: Trained modellabel_encoder.pkl
: Label encoderfish_market_model.ipynb
: Jupyter Notebook with codeREADME.md
: Overview of the repository
- Clone the repository.
- Load the model and label encoder.
- Prepare data for prediction.
- Make predictions.
- Python
- scikit-learn
- pandas
- joblib