“Truth is a Pathless Land”

...but finding an effective solution to your business problem does not have to be. Business analytics landscape does actually appear so, with a myriad techniques and vendor tools in the market.

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The Analytics Compass Blog is aimed at two types of readers:

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K-nearest neighbor analysis with RapidMiner: 5 setup questions

  
  
  
k nearest neighbor lazy learners resized 600

The k-nearest neighbor or kNN algorithm falls into a category of machine learning algorithms that are called "lazy learners" as opposed to other predictive analytics tools (such as decision trees or logistic regression or neural network models) which are called "eager learners". Why is that?

k-NN: A simple classification technique for predictive analytics

  
  
  
rapidminer input k nn classification

We have discussed two types of classification techniques previously: decision trees and logistic regression. This article introduces, in basic terms, a third classification technique called k-nearest neighbors or k-NN.

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