Figure 4

The comparison of the experimental success ratios of the user's guess based on the server's return as well as the prior distribution of true value when the user sends many queries (δ = 0, ..., 0.2), and success probability based only on a guess from the prior distribution (ideal value). ${\overline{\mathsf{\text{TI}}}}_{1,1,0.8}\left(k=831\right)$ is assumed and results are calculated for three different numbers of dummies (n = 831 × 10, 831 × 50, 831 × 10²) when the user sends L = 1, 10, ..., 10⁵ queries and three different distributions: w^{ChEMBL−177159} and w^{ChEMBL−265935} are actual distributions of ${\overline{\mathsf{\text{TI}}}}_{1,1,0.8}$ on ChEMBL obtained by querying two randomly selected fingerprints from ChEMBL, w^rand is obtained by randomly selecting a value from 1, ..., k for m = 5 × 831 times and dividing each observed frequency by m.