Using Exhibit 3-5 as a guide, what are three data approaches associated with the supervised approach?

Exhibit 3-5

Transcribed Image Text:

Casual modelling Classification Identify your question (Event Influences other) (Whether or not) Yes Yes Do you have Yes Supervised Method Are you predicting an event or class? Data reduction too much Do you have Regression (How much?) data? (Aggregate data) (Training data exist) No lots of money? No No Can you Identify obvious groups? Yes Similarity matching (Natural grouplng) Are you trylng to rank your data? Are you looking for Clustering (Undiscovered groups) Unsupervised No No Method common No (Exploratory) events? Yes Yes Are you looking for Yes hldden Iinks? Link prediction (Social networks) Profiling (Typical behavlor) Co-occurrence grouping (Events that happen together) No Do you have a specific Yes target in mlnd? No