25. The method of claim 19 , which includes enabling a user to provide feedback about the similarity score and the transformed financial object feature using the at least one input device.
25. The method of claim 19 , which includes enabling a user to provide feedback about the similarity score and the transformed financial object feature using the at least one input device. 26. The method of claim 25 which includes causing the at least one processor to compare the feature of interest with the transformed financial object feature and to generate an updated similarity score based on the feedback about the similarity score and the transformed financial object feature.