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Big Data Analytics with Java by Rajat Mehta

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Flower species classification using multi-Layer perceptrons

This is a simple hello world-style program for performing classification using multi-layer perceptrons. For this, we will be using the famous Iris dataset, which can be downloaded from the UCI Machine Learning Repository at https://archive.ics.uci.edu/ml/datasets/Iris. This dataset has four types of datapoints, shown as follows:

Attribute name

Attribute description

Petal Length

Petal length in cm

Petal Width

Petal width in cm

Sepal Length

Sepal length in cm

Sepal Width

Sepal width in cm

Class

The type of iris flower that is Iris Setosa, Iris Versicolour, Iris Virginica

This is a simple dataset with three types of Iris classes, as mentioned in the table.

From the perspective ...

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