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Scala Machine Learning Projects by Md. Rezaul Karim

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Comparative analysis and model deployment

You have already seen that the LR model is much easier to train for a small training dataset. However, we haven't experienced better accuracy compared to GBT and Random Forest models. However, the simplicity of the LR model is a very good starting point. On the other hand, we already argued that Random Forest would be the winner over GBT for several reasons, of course. Let's see the results in a table:

Now let's see how the predictions went for each model for 20 accidents or damage claims:

Figure 13: ...

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