Inzynierka_Gwiazdy/machine_learning/README.md

This repository contains several scripts integral to the development, training, and deployment of a machine learning model.

classifiers_test.py

Purpose: This script is used for testing various classifiers.

Functionality: It conducts a series of tests on different classifiers to evaluate their performance and suitability for our model.

model_creation.py

Purpose: Responsible for creating and training the machine learning model.

Functionality: Reads input data, trains the model and saves it to trained_model.pkl.

model_inference.py

Purpose: Utilizes the trained model to make predictions on new data.

Functionality: Loads the model from trained_model.pkl, makes predictions on new data and outputs a binary table indicating collapse predictions.