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Machine learning final exercises

2022-06-26 04:51:00 【unseven】

Catalog

KNN

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Decision tree

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Naive Bayes

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SVM

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adaboost

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The answer to this question is a question , It is recommended to read this analysis

41、AdaBoost Example deduction of algorithm principle

Gradient descent method

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Kmeans

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Apriori

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SVD

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Important evaluation indicators （ Be careful F1 score）

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Summary of machine learning algorithms

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Causes of over fitting and under fitting ：

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Solve under fitting ( High deviation ) Methods

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Solve over fitting ( High variance ) Methods ：

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