Assumptions We only consider discrete valued hypotheses (i.e. classes)
{"Image DocumentName": "Assumptions We only consider discrete valued hypotheses (i.e. classes)", "Image ImageDescription": "Training data and test data are drawn IID from the same distribution P(x). (IID: independently & identically distributed) The hypothesis must be chosen independently from the data sample S! When you obtain a hypothesis from a learning algorithm, split the data. into a training set and a testing set. Find the hypothesis using the training set. and estimate error on the testing set.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}