Machine Learning, Data Science, Artificial Intelligence.
x-coordinate at the yellow dashed line, we can ask all the neighbors (yellow dots!). If we take the average, then we get the prediction (red dot). The only question is how many neighbors should I ask? Should we base our prediction on all 200 points? Or… should we base our prediction on only 1