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iris-classification's Introduction

Iris-Classification

This project serves as an introduction to Machine Learning using a well-known IRIS dataset.

PCA Approach

PCA (Principal Component Analysis) allows to visualize the dataset in 2-D. Since the Iris dataset is 4 dimensional, PCA reduces it into 2 dimensions. Another benefit that PCA brings to Machine Learning is that it optimizes the training time.

pca = PCA(n_components = 2, whiten = True)

Result

Upon training on the data, the script generates a 2-D plot showing iris classification.

iris-classification's People

Contributors

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