[Script Info] Title: [Events] Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text Dialogue: 0,0:00:03.20,0:00:06.16,Default,,0000,0000,0000,,A k-nearest neighbor model\Nis a modeling approach Dialogue: 0,0:00:06.16,0:00:09.47,Default,,0000,0000,0000,,where we take an observation\Nand find closely related Dialogue: 0,0:00:09.47,0:00:11.94,Default,,0000,0000,0000,,other observations\Nor neighbors, Dialogue: 0,0:00:12.30,0:00:15.46,Default,,0000,0000,0000,,and use information about\Nthose neighbors to make a prediction. Dialogue: 0,0:00:16.06,0:00:16.87,Default,,0000,0000,0000,,For instance, Dialogue: 0,0:00:16.87,0:00:20.34,Default,,0000,0000,0000,,if a given flower is very similar\Nto five other flowers, Dialogue: 0,0:00:20.34,0:00:22.56,Default,,0000,0000,0000,,that are classified\Nas flower type A, Dialogue: 0,0:00:23.03,0:00:26.31,Default,,0000,0000,0000,,it would stand to reason\Nwe can predict our given flower Dialogue: 0,0:00:26.31,0:00:28.27,Default,,0000,0000,0000,,is also flower type A.