This is the resulting image of the maxlike classification. Using this classification technique there are a few noticeable errors with the resulting image. I believe many of the pixels classified as bare soil are actually rock/pavement and many of the pixels classified as rock/pavement are actually bare soil. The mindist classification did not do a good job of separating out agricultural crops from other vegetation along the Cottonwood River. Also, it appears that some of the bare soil was misclassifed as water bodies.
This pie graph displays a statistical summary of the maxlike classification results.