Abstract: This paper analyses the attribution and cause of the deviation of estimating the class population's feature by training samples.We perform a supervised classification on the remote sensing imagine and some classes have overlapping on their distribution curves,and propose using the technology of mode filtering (Majority filtering) to carry on the purification of the training area.One example shows,especially at the time of drawing some one or a few several kinds of thematic information.If the accuracy of ...