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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).