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Modern Scala Projects
book

Modern Scala Projects

by Ilango gurusamy
July 2018
Intermediate to advanced
334 pages
8h 20m
English
Packt Publishing
Content preview from Modern Scala Projects

The Iris dataset represents a multiclass, multidimensional classification task

In this section, we will restate the facts about the Iris dataset and describe it in the context of an ML classification task:

  • The Iris dataset classification task is multiclass because a prediction of the class of a new incoming Iris flower from the wild can belong to any of three classes.
  • Indeed, this chapter is all about attempting a species classification (inferring the target class of a new Iris flower) using sepal and petal dimensions as feature parameters.
  • The Iris dataset classification is multidimensional because there are four features. 
  • There are 150 observations, where each observation is comprised of measurements on four features. These measurements ...
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Publisher Resources

ISBN: 9781788624114