Assume we are asked to predict a real-valued variable yt based on certain characteristics , and on a database consisting of for i=1,...,n. Analogical reasoning suggests to combine past observations of x and y with the current values of x to generate an assessment of y by similarity-weighted...

An agent is asked to assess a real-valued variable Y_{p} based on certain characteristics X_{p} = (X_{p}^{1},...,X_{p}^{m}), and on a database consisting (X_{i}^{1},...,X_{i}^{m},Y_{i}) for i = 1,...,n. A possible approach to combine past observations of X and Y with the current values of X to...

An agent is asked to assess a real-valued variable Y_p based on certain characteristics X_p = (X_p-super-1, ..., X_p-super-m), and on a database consisting of X_i-super-1, ... X_i-super-m, Y_i) for i = 1, ..., n. A possible approach to combine past observations of X and Y with the current values of X...