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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%