Fig. 5

Breakdown of hard classifications in case of overlapping clusters. Deviation μ̂A − μA of estimated and true means vs. two-cluster separation Δx for class A for hard estimator (red line), soft estimator (blue line), and predicted bias of hard estimator for Δx → 0 (dashed line). From 1000 realisations of data samples we estimated errorbars, which are shown but too small to be visible.
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.