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Cross Validation

12

Mar'17

204.4.12 Bootstrap Cross Validation

Link to the previous post :┬áhttps://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

204.4.11 K-fold Cross Validation

Link to the previous post : https://statinfer.com/204-4-10-cross-validation/ Ten-fold Cross – Validation Divide the data into 10 parts(randomly) Use 9 parts …

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12

Mar'17

204.4.10 Cross Validation

Link to the previous post : https://statinfer.com/204-4-9-model-bias-variance-tradeoff/ Cross Validation We always build and train a model with a training dataset. …

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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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27

Jan'17

203.4.7 Cross Validation

Choosing Optimal Model In previous section, we studied about Model-Bias Variance Tradeoff Unfortunately there is no scientific method of choosing …

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27

Jan'17

203.4.6 Model-Bias Variance Tradeoff

Model Bias and Variance In previous section, we studied about Type of Datasets, Type of Errors and Problem of Overfitting …

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