Define the appropriate loss function for the model using the validation data.

[isaaclucky]

Compute feature importance

• what’s driving the model?
• Which parameters are important predictors for the different ML models?
• What contributes to the goal of gaining more “Yes” results?
• Which data features are relevant to predicting the target variable?
• For each of the ML algorithms above, find the best model by tuning their hyperparameters and each time adding the tried models in MLFlow.