https://lumexralph.dev/series/classification-algorithm/Recent content in Classification Algorithm on LumexHugoenThu, 17 Aug 2023 00:00:00 +0000https://lumexralph.dev/posts/iris-flower-classification/Thu, 17 Aug 2023 00:00:00 +0000https://lumexralph.dev/posts/iris-flower-classification/<p>I am eager to write about this because it&rsquo;s my first Machine Learning model. After completing Machine Learning (ML) specialization course by Andrew Ng, I wanted to reinforce the concepts I had learned before starting the Deep Learning specialization. So, this will be the first project in a series of about 7 ML projects I need to do before I proceed with Deep Learning.</p> <h2 id="the-problem">The problem<a class="anchor" href="#the-problem" aria-label="Link to this section">#</a></h2> <h3 id="identify-irises">Identify Irises<a class="anchor" href="#identify-irises" aria-label="Link to this section">#</a></h3> <p>Irises have influenced the design of the French fleur-de-lis, are commonly used in the Japanese art of flower arrangement known as Ikebana, and underlie the floral scents of the “essence of violet” perfume. They’re also the subject of this well-known machine learning project, in which you must create an ML model capable of sorting irises based on five factors into one of three classes: Iris Setosa, Iris Versicolour, and Iris Virginica.</p>