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Simulation study. Clustering accuracy for PCA, k-medoid, DTW and Agglomerative clustering for original LMMS profiles. The top panel provides an example of the time profiles for different noise levels. The bottom panel shows that on average, k-medoid clustering method outperformed the other methods when clustering the LMMS profiles with varying noise levels.
