MATLAB Code Implementation for Final Testing
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The final testing program is critically important as it enables the evaluation of text retrieval accuracy and completeness. During this testing phase, we will collect substantial data volumes and perform comprehensive analysis to assess our algorithm's performance metrics and identify optimization opportunities. We will implement statistical methods to calculate both precision (ratio of correctly retrieved documents to total retrieved) and recall (ratio of correctly retrieved documents to all relevant documents). The testing framework includes cross-validation across multiple datasets to evaluate algorithm robustness and generalization capabilities. This process may require significant computational time but will yield invaluable insights for further refining our text retrieval system's efficiency and accuracy through iterative algorithm improvements.
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