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Some guides have a section titled “Extensions†with ideas for how to switch the code while in the tutorial in some Superior strategies. They are really like self-review physical exercises.
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This can be a definitely very good ebook that it can navigate you thru all the procedure and troubles you experience when you're employed with imbalanced datasets. It gives you the resources to deal with all this challenges
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Algorithms are described as well as their Functioning is summarized making use of basic arithmetic. The algorithm conduct is usually demonstrated in excel spreadsheets, that are available with the ebook.
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If 99% of examples in the dataset belong to 1 course, then misclassification errors for that minority class really should be a lot a lot more crucial to the design than misclassification problems for the majority course.
I do have end-to-conclude projects in a number of the books, but They are really within a tutorial structure wherever I lead you thru Every move.
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