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2017-07-25 Apache Spark 2.2.0 官方文档中文版发布 : http://spark.apachecn.org/docs/cn/2.2.0/


MachineLearning 优酷地址 : http://i.youku.com/apachecn

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spark.mllib包支持binary classification(二分类)multiclass classification(多分类)regression analysis(回归分析)的各种方法。

下表列出了每种类型问题支持的算法。

问题类型支持方法
Binary Classification(二分类)linear SVMs, logistic regression, decision trees, random forests, gradient-boosted trees, naive Bayes
Multiclass Classification(多分类)logistic regression, decision trees, random forests, naive Bayes
Regression(回归)linear least squares, Lasso, ridge regression, decision trees, random forests, gradient-boosted trees, isotonic regression
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