Machine Learning, Decision Tree, Id3 Algorithm, Covid-19.
is a mechanism that reduces the size and complexity of a Decision tree by removing unnecessary nodes. More about pruning can be found here. Another drawback of ID3 is overfitting or high variance i.e. it learns the dataset it used so well that it fails to generalize on new data. Summary We covered