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. 2018 Jun 20;14(6):e8124. doi: 10.15252/msb.20178124

Figure EV1. Scalability of MOFA, GFA and iCluster.

Figure EV1

Time required for model training for GFA (red), MOFA (blue) and iCluster (green) as a function of number of factors K, number of features D, number of samples N and number of views M. Baseline parameters were M = 3, K = 10, D = 1,000 and N = 100 and 5% missing values. Shown are average time across 10 trials, and error bars denote standard deviation. iCluster is only shown for the lowest M as all other settings require on average more than 200 min for training.