Machine Learning, Decision Tree, Id3 Algorithm, Covid-19.
In simple words, the top-down approach means that we start building the tree from the top and the greedy approach means that at each iteration we select the best feature at the present moment to create a node. Most generally ID3 is only used for classification problems with nominal features only.