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Sensitivity **Sensitivity  and accuracy of the algorithm. algorithm.**  **A** Four version of the same original signal (shown in black on the top left panel) with different levels of added noise. The title for each plot indicates detection probability and the signal to noise ratio (SNR) for the each respective signal. **B** Detection probabilities as a function of noise level for signals with various amplitudes. **C** Detection probabilities as a function of SNR are no longer dependent on signal amplitude. **D** R2 value for detected events as a function of noise level for signals with various amplitudes. **E** R2 value as a function of SNR. **F** Combining (**C**) and (**E**) to show the relationship between detection probability and fit accuracy.