Question

When dealing with very small or very large numbers what steps would you take to improve the accuracy of the calculations?

Answer 1

Answer:

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Explanation:

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Answer 2

Answer:

In any programming language, we can deal with very small numbers using double or float whereas to deal with very large number we can use long.

To improve the accuracy of a model:

1. Add more data. Having more data is always a good idea and it helps improving accuracy.

2. Treat missing and Outlier values.

3. Feature Selection, select the features that are important.

4. Multiple algorithms - using multiple algorithms and check which one has the best accuracy.

5. Ensemble methods - It is a machine learning technique that combines several base models in order to produce one optimal predictive model.

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