I have to come up with a Function Approximation Algorithm where the algorithm can also change the weight of each learning piece that the computer uses. I have been able to teach the class to myself this far, but I just do not understand any of this weight stuff.

How do I know what the weight equation is supposed to be?

Learning Program D - x1 = the Umbrella ating positions - x2 = the Overload - x3 = the 1-3-1 - X4 = The spread The Su b The Suit Blue Sea Blogs V^(b)=w0 +wlxl + w2X2 + w3x3 + w4x4 Learning Program for Matchmaking xl = height x2 = weight x3 = gender x4 = ethnicity *5 = personality traits x6 = hobbies X7 = facial symmetry VA(b)= w0 +wl xl + w2x2 + w3x3 + w4x4 + w5x5 + W6x6 + w7x7 Learning Program x1 = Sofa (two seat / three seat) x2 = Lounge chair x3 = Table = (night stand/dinner table) x4 = Electronics (TV, consoles, lamps, entertainment centers etc) x5 = Drawers (dressers, wardrobes) x6 = Boxes, Bins, etc - X7 = Rugs / other misc. VA(b)= w0 +wl xl + w2x2 + w3x3 + w4x4 + w5x5 + w6x6 +w7x7 Learning Program D - x1 = the Umbrella ating positions - x2 = the Overload - x3 = the 1-3-1 - X4 = The spread The Su b The Suit Blue Sea Blogs V^(b)=w0 +wlxl + w2X2 + w3x3 + w4x4 Learning Program for Matchmaking xl = height x2 = weight x3 = gender x4 = ethnicity *5 = personality traits x6 = hobbies X7 = facial symmetry VA(b)= w0 +wl xl + w2x2 + w3x3 + w4x4 + w5x5 + W6x6 + w7x7 Learning Program x1 = Sofa (two seat / three seat) x2 = Lounge chair x3 = Table = (night stand/dinner table) x4 = Electronics (TV, consoles, lamps, entertainment centers etc) x5 = Drawers (dressers, wardrobes) x6 = Boxes, Bins, etc - X7 = Rugs / other misc. VA(b)= w0 +wl xl + w2x2 + w3x3 + w4x4 + w5x5 + w6x6 +w7x7