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Model Selection

12

Mar'17

204.4.12 Bootstrap Cross Validation

Link to the previous post : https://statinfer.com/204-4-11-k-fold-cross-validation/   This will be our last post on our Model Selection and Cross Validation …

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12

Mar'17

204.4.9 Model-Bias Variance Tradeoff

Link to the previous post : https://statinfer.com/204-4-8-problem-of-under-fitting/ Model Bias and Variance Over fitting Low Bias with High Variance Low training …

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10

Mar'17

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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10

Mar'17

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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09

Mar'17

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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05

Mar'17

204.2.6 Model Selection : Logistic Regression

Link to the previous post : https://statinfer.com/204-2-5-multicollinearity-and-individual-impact-of-variables-in-logistic-regression/ We left some part of the post regarding goodness of fitness behind. We will …

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