You are given a dataset without clear instructions on what the targets are. How would you proceed to build a predictive model?
- Build a regression model directly
- Consult with domain experts or analyze the data for insights
- Guess the targets
- Ignore the data
Consulting with domain experts or analyzing the data through exploratory data analysis (EDA) can help identify potential targets and correlations within the data. This collaborative and investigative approach ensures that the predictive model is aligned with the underlying patterns and relevant subject matter.
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