Machine Learning, Data Science, Supervised Learning, Editors Pick, Getting Started.
bias. Decision Trees is a simple and flexible algorithm. So simple to the point it can underfit the data. An underfit Decision Tree has low depth, meaning it splits the dataset only a few of times in an attempt to separate the data. Because it doesn’t separate the dataset into more and more