Skillet Lickers Skillet Lickers The Skillet Lickers were an old-time band from Georgia, United States. When Gid Tanner teamed up with blind guitarist Riley Puckett and signed to Columbia in 1924, they created the label's earliest so-called "hillbilly" recording. Gid Tanner formed The Skillet Lickers in 1926. The first line-up was Gid Tanner, Riley Puckett, Clayton McMichen and Fate Norris. Between 1926 and 1931 they recorded 88 sides for Columbia. Eighty-two of these were commercially issued. Later members were Lowe Stokes, Bert Layne, Hoke Rice, Arthur Tanner and Hoyt "Slim" Bryant. Their best-selling single was "Down Yonder", a hillbilly breakdown, in 1934
Item-item collaborative filtering is analogous to "people who rate item X highly, like you, also tend to rate item Y highly, and you haven't rated item Y yet, so you should try it". Item-item collaborative filtering had less error than user-user collaborative filtering. In addition, its less-dynamic model was computed less often and stored in a smaller matrix, so item-item system performance was better than user-user systems. Slope One is a family of item-item collaborative filtering algorithms designed to reduce model overfitting problems. Item-item collaborative filtering Item-item collaborative filtering, or item-based, or item-to-item, is a form of collaborative filtering for recommender systems based