Table 1. Datasets selected at different stages of the analysis: hit finding selection, PSD-fitting quality filtering, particle-size filtering and single-hit diffraction pattern selection.
The percentage of the chosen dataset to the initial one S0 is given in parentheses.
Analysis step | Dataset name | Number of diffraction patterns |
---|---|---|
Initial dataset | S0 | 1.2 × 107 |
Hit-finding classification | Shit | 191183 (1.6%) |
PSD-fitting score filtering | Sfit | 179886 (1.5%) |
Particle-size filtering | SD | 18213 (0.1%) |
First EM-based classification |
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1609 |
Second EM-based classification |
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1402 |
Third EM-based classification |
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1366 |
Fourth EM-based classification |
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1401 |
Fifth EM-based classification |
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2119 |
Final EM-based classification | SEM | 1085 (0.009%) |
Manual selection | Sman | 1393 (0.01%) |