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Table 1 MSE values from the heterogeneity and sparsity study

From: IMPARO: inferring microbial interactions through parameter optimisation

σ=1 P
  p=0.2 p=0.4 p=0.6 p=0.8 p=1.0
H α=0.2 0.05 1.32 1.36 2.55 1.99
  α=0.4 0.61 0.63 1.36 0.66 1.02
  α=0.6 0.42 0.57 1.54 1.98 1.81
  α=0.8 0.09 0.57 1.14 0.79 1.51
  α=1.0 0.34 0.28 0.71 0.73 1.28
  1. Heterogeneity and sparsity were varied—through varying α and p respectively—to investigate how IMPARO responded to microbial samples of varying nature. Mean Squared Error(MSE) indicates how far the inference is from the ground truth