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Figure 1 shows the amount of peak hour crashes predicted compared by month and the outcomes for that seen and nonvisible crash threat place predictions for July. Visible crash danger areas are locations where by the algorithm predicts an elevated hazard of a crash happening and displays them within the map. Nonvisible crash risk spots are destinations in which the algorithm predicts an elevated possibility of the crash developing and doesn't Show them check here about the map.
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We are going to use several different device Studying products to prepare our prediction product, such as regression and choice tree models. We may even use a way called k-fold cross validation to make certain our product can correctly predict outcomes on unseen info.
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