Outcome from NMFk analysis. (A) The Silhouette-Reconstruction
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Download scientific diagram | Outcome from NMFk analysis. (A) The Silhouette-Reconstruction criterium (see the Methods Section). On the x-axis is denoted the number of basis lipid configurations and on the y-axis-the average Silhouettes (right y-axis, red marking) as from publication: Unsupervised Machine Learning for Analysis of Coexisting Lipid Phases and Domain Growth in Biological Membranes | Phase separation in mixed lipid systems has been extensively studied both experimentally and theoretically because of its biological importance. A detailed description of such complex systems undoubtedly requires novel mathematical frameworks that are capable to decompose and | Unsupervised Machine Learning, Lipids and Biological Membranes | ResearchGate, the professional network for scientists.
Estimating the number of hidden features in Swimmer data by relative
AIC and Silhouette values computed for an example X matrix using NMFk
Average reconstruction error (red) and the average Silhouette width
Schematic of the NMFk procedure. The initial data set X is re-sampled
Outcome from NMFk analysis. (A) The Silhouette-Reconstruction criterium
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NMF analysis (a) constituent phases (phase 1: blue, phase 2: green
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AIC and Silhouette values computed for an example X matrix using NMFk
Normalized reconstruction error and Silhouette value for the specified
NTFk results for the Example problem #1; the reconstruction quality O
