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Titlebook: Elements of Data Science, Machine Learning, and Artificial Intelligence Using R; Frank Emmert-Streib,Salissou Moutari,Matthias Dehm Textbo

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Model Selectionels that could be used for a prediction task and the best among them must be chosen. For instance, for a classification problem, we may consider a support vector machine or a decision tree. Similarly, for a regression analysis, there may be different options for the number of predictors of the model
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Survival Analysiss to the duration until the occurrence of a particular event, while an “event” is a special incident that assumes an application-specific meaning; for example, death, heart attack, wear-out or failure of a product or equipment, divorce, violation of parole, or bankruptcy of a company — to name just
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Elements of Data Science, Machine Learning, and Artificial Intelligence Using R
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