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even so, the confusion matrix reveals a specific problem: roughly 30% of circumstances involving ’arm physical exercise’ were being misclassified as ’clapping.’ This misidentification is attributable to the similarity in hand gestures between both of these actions. On top of that, the product’s ability to discern ’sitting down down’ t