You can use decision trees to guide you in deciding among several alternatives. The decision-tree method allows you to approach the problem in a structured and systematic way to arrive at a logical ...

Decision tree analysis is a method of constructing a decision tree, which is a detailed representation of numerous potential solutions that can be utilized to address a specific problem to choose the ...

This paper shows how to solve a decision tree problem using integer linear programming. The sequential credit investigation/credit granting problem is solved as a specific application in which the ...

In the high-stakes arena of corporate strategy, where million-dollar decisions are sometimes made over lukewarm coffee and passive-aggressive slide decks, decision-making isn’t just king — it’s the ...

The two main downsides to decision trees are that they often don't work well with large datasets, and they are highly susceptible to model overfitting. When tackling a binary classification problem, ...

What are the advantages of logistic regression over decision trees? originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand ...

Junior faculty are often told to protect their time, but nobody provides instructions for how to do so. As an assistant professor at a public university, I have struggled to balance my course load, my ...