For all the three strains with and without selection, the division was morphologically more symmetrical in low nutrient concentration than in high (Dataset S2).
To account for data quality (confidence), we also used the filtered yeast interactome ("FYI"), the Structural Interaction Network ("SIN"), "DIP-CORE" and the updated high-confidence dataset ("Updated-HC") as high-confidence datasets.
This collection was combined with another high throughput dataset of Bader et al. Subsequently, many small-scale experiments were performed to obtain a larger high confidence dataset.
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The high-dimensional dataset generated by the WQMC equipment makes fault identification difficult.
The kernel trick can handle nonlinear problems in a high-dimensional dataset.
Global linear structure is not applicable for high-dimensional dataset, but manifold structure is.
In general, the challenge is higher for datasets with fewer particles.
