Tag: underfitting

Bias-Variance Dilemma

When I actually started my journey in Data Science, it was always difficult for me to remember the difference between Bias and Variance. We always talk about the Bias-Variance tradeoff when we talk about the model prediction. My post will present a very basic understanding of these terms and two related terms – Underfitting and…
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The Bias and Variance tradeoff

Developing the machine learning models isn’t so hard nowadays, due a lot of frameworks and libraries that give build-in functions to easily implement some fancy model. However, it’s important to understand the theory behind all practical implementation in order to build more accurate models. So in this topic will be discussed the theoretical understanding of…
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