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Table 5 Cell cycle phase classification performance for different training and testing datasets. We used a weighted SVM with 9 features.

From: Cell cycle phase classification in 3D in vivo microscopy of Drosophila embryogenesis

Training

syncytium

gastrulation

syncytium

gastrulation

syncytium + gastrulation

syncytium + gastrulation

Testing

syncytium

gastrulation

gastrulation

syncytium

gastrulation

syncytium

Inter

93.7%

90.99%

52.93%

88.21%

93.46%

89.44%

Pro

85.24%

90.75%

6.67%

51.52%

91.60%

90.57%

Meta

94.26%

90.15%

46.33%

31.94%

90.78%

92.53%

Ana

83.24%

83.83%

44.07%

80.23%

80.01%

92.87%

Telo

94.39%

89.44%

69.83%

57.95%

86.52%

90.58%

Total

92.40%

90.29%

51.65%

70.52%

91.38%

90.08%