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Description of the ML model that best fits the company's objective. Also state which evaluation metric (such as accuracy, recall or precision) is important to
Description of the ML model that best fits the company's objective. Also state which evaluation metric (such as accuracy, recall or precision) is important to achieve the business objective and why? Offer suggestions and advice for the company based on the gathered insights. Model Train Accuracy Test Accuracy Train Recall Test Recall Train Precision Test Precision Decision Tree before pruning 97.22 96.59 92.03 91.50 95.71 93.50 Decision Tree - Pruned 96.75 94.79 91.76 89.90 93.96 88.18 Random Forest before pruning 95.83 95.42 84.45 82.89 97.70 97.49 Random Forest - Pruned 97.49 94.70 91.70 85.31 97.32 90.78
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