Figure 5.

Simultaneously predicting 133 viruses withheld from multiple datasets

(A) Viruses were concurrently withheld from each dataset (left, gold columns), and their 70,000 values were predicted using the remaining data. We withheld as many viruses as possible while still estimating a low error of σ_Predict ≤ 4-fold (blinding ourselves to actual measurements), and indeed, the actual prediction error was smaller than 4-fold in every dataset. As in Figure 4, plots and histograms show the collective predictions and error distributions. The plot label enumerates the number of concurrent predictions (and percent of data predicted).

(B) Chord diagram representing the transferability between datasets after withholding the viruses. For each arc connecting datasets X→Y, transferability is shown near the outer circle of Y, with larger width representing greater transferability (Figures S1 and S4; STAR Methods).