How can I improve my predictive models?
An example of an AI chatbot conversation about enhancing predictive modeling techniques.
How can I improve my predictive models?
To improve your predictive models, consider feature engineering, model selection, and hyperparameter tuning.
What is feature engineering?
Feature engineering involves creating new input features from your existing data to improve model performance.
Can you give me an example of feature engineering?
Sure! If you're predicting house prices, you might create a feature for 'price per square foot' from the total price and area.
What are some common models I should consider?
Common models include linear regression, decision trees, random forests, and gradient boosting machines.
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