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Table 3 Predictive modeling of growth stage of single cells

From: Quantitative dynamics of triacylglycerol accumulation in microalgae populations at single-cell resolution revealed by Raman microspectroscopy

  Fingerprint region Hydrocarbon region
  Calibration data Validation data Calibration data Validation data
  Number of cells misclassified (MCR) Number of cells misclassified (MCR)
0 h 0 (0) 0 (0) 0 (0) 1 (6.7%)
6 h 0 (0) 1 (6.7%) 4 (8.9%) 2 (13.3%)
12 h 3 (6.7%) 1 (6.7%) 5 (11.1%) 1 (6.7%)
24 h 4 (8.9%) 1 (6.7%) 6 (13.3%) 1 (6.7%)
36 h 3 (6.7%) 2 (13.3%) 6 (13.3%) 1 (6.7%)
48 h 6 (13.3%) 1 (6.7%) 5 (11.1%) 0 (0)
72 h 1 (2.2%) 2 (13.3%) 6(13.3%) 2 (13.3%)
96 h 5 (11.1%) 1 (6.7%) 4 (8.9%) 1 (6.7%)
Total 22 (6.1%) 9 (7.5%) 36 (10.0%) 9 (7.5%)
  1. PC-LDA results were shown for discriminating Group N- cells at different time points. h: hours; MCR: misclassification rate by leave-one-out cross validation (LOOCV).