204.4.1 Model Section and Cross Validation
Building a model is not that difficult. However, tuning the model and checking if the model is working as we …
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204.3.11 Practice : Tree Building & Model Selection
Link to the previous post : https://statinfer.com/204-3-10-pruning-a-decision-tree-in-python/ This is our last post in this series. We will again build a …
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204.3.10 Pruning a Decision Tree in Python
Link to the previous post: https://statinfer.com/204-3-9-the-problem-of-overfitting-the-decision-tree Pruning Growing the tree beyond a certain level of complexity leads to overfitting. In …
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204.3.9 The Problem of Overfitting the Decision Tree
Link to the previous post : https://statinfer.com/204-3-8-practice-validating-the-tree/ So far we have built a tree, predicted with our model and validated the …
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204.3.8 Practice : Validating the Tree
Link to the previous post : https://statinfer.com/204-3-7-building-a-decision-tree-in-python/ In the last post we built a decision tree and after plotting we …
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204.3.7 Building a Decision Tree in Python
Link to the previous post : https://statinfer.com/204-3-6-the-decision-tree-algorithm/ Here comes the fun part of this series. Building a decision tree in python …
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