204.4.5 What is a Best Model?
Link to the previous post : https://statinfer.com/204-4-4-roc-and-auc/ What is a best model? How to build? A model with maximum accuracy …
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204.4.4 ROC and AUC
Link to the previous post : https://statinfer.com/204-4-3-more-on-sensitivity-and-specificity/ ROC Curve If we consider all the possible threshold values and the corresponding …
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204.4.3 More on Sensitivity and Specificity
Link to the previous post : https://statinfer.com/204-4-2-calculating-sensitivity-and-specificity-in-python/ In this post we will cover a bit more on Sensitivity and Specificity. We …
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204.4.2 Calculating Sensitivity and Specificity in Python
Link to the previous post: https://statinfer.com/204-4-1-model-section-and-cross-validation/ This post is an extension of the previous post. Here, we will look at …
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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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