Entry 46: Overfitting, Underfitting, and Data Sensitivity
I wanted to point a co-worker to information about overfitting the other day. While I’ve discussed it in entries 17 and 30, I realized I haven’t covered it i...
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Entry 45: Visualizing Decision Trees
A major benefit of tree-based models is how easy they are to visualize. This visualization aspect is also vital to discussing how trees work.
Entry 44: Decision Trees
In entries 35 through 42 we learned how to find linear patterns using Regression algorithms. But what if the patterns in the data aren’t linear? This is wher...
Entry 43: NODES2020 Graph Visualization Talk
This is completely off topic for the machine learning algorithms series I’ve been working through, but it took up a lot of my time the last couple of weeks, ...
Entry 42: Logistic Regression
Page 143 of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow states that Logistic Regression is “just like a Linear Regression model” excep...