How can CloudWatch Alarms be configured to prevent false positives?

CloudWatch Alarms can be configured to prevent false positives by implementing hysteresis or anomaly detection. Hysteresis involves setting thresholds with some margin to account for fluctuations in metric values, while anomaly detection automatically uses machine learning algorithms to adjust thresholds based on historical data patterns.