Scala and Spark for Big Data Analytics

Advantages and disadvantages of using DTs

Before hiring me, you can discover my pros and cons and when I work best from Table 3 so that you don't have any late regrets!

Agent	Pros	Cons	Better at
Decision trees (DTs)	-Simple to implement, train, and interpret -Trees can be visualized -Requires little data preparation -Less model building and prediction time -Can handle both numeric and categorical data -Possible of validating the model using the statistical tests -Robust against noise and missing values -High accuracy	-Interpretation is hard with large and complex trees -Duplication may occur within the same subtree -Possible issues with diagonal decision boundaries -DT learners can create overcomplex trees that do not generalize data ...