Discuss the challenges and limitations of pattern recognition algorithms in real-world applications.
- Difficulty handling large datasets
- Interpretability of results
- Overfitting to training data
- Sensitivity to noise in input data
Pattern recognition algorithms face challenges such as overfitting, where they perform well on training data but poorly on new data, and difficulties in handling noise.
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