Class Assignment Objective

This notebook explains the properties of different class assignment objectives available for the machine learning data frame analytics classification jobs and give pointers on when to choose which loss function.

Set up a local instance of Jupyter using the following instructions

1. Create file credentials.json containing the username and password to access your Elasticsearch instance.

   {
       "username": "my_username",
       "password": "my_password"
   }

2. Set up a virtual environment called env

   python3 -m venv env

3. Activate it

   source env/bin/activate

4. Install the required dependencies for your chosen Jupyter notebook

   pip install -r requirements.txt

5. Launch Jupyter

   jupyter notebook