AWS sagemaker RandomCutForest(RCF)与scikit lean RandomForest(RF)吗? [英] AWS sagemaker RandomCutForest (RCF) vs scikit lean RandomForest (RF)?

问题描述

两者之间是否存在区别，或者同一算法的名称不同?

Is there a difference between the two, or are they different names for the same algorithm?

推荐答案

RandomCutForest(RCF)是一种主要用于异常检测的无监督方法，而RandomForest(RF)是可以用于回归或分类的有监督方法.

RandomCutForest (RCF) is an unsupervised method primarily used for anomaly detection, while RandomForest (RF) is a supervised method that can be used for regression or classification.

对于RCF，请参阅文档(此处)和笔记本示例(此处)

For RCF, see documentation (here) and notebook example (here)

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