Comparison between the EFIGI and the Nair & Abraham (2010) classifications for the 1438 galaxies in common with both catalogues. From left to right, top to down: EFIGI Hubble type (the straight line indicates perfect agreement), perturbation, bar length, inner ring, outer ring, and pseudo-ring attributes are compared to the Hubble type and corresponding features recorded by Nair & Abraham (2010). Results are shown in the form of confusion matrices; the contribution of each galaxy is weighted as in Fig. 21. For the Hubble type, cell values are proportional to the effective number of galaxies per cell (with the corresponding numbers indicated on the vertical scale on the right). For the attributes, cell values are expressed in percentage of the total effective number of galaxies per EFIGI attribute bin.