Iris Flower Analysis and Machine Learning Models for Prediction

Click here to see the utilized dataset!

What is Iris?

Iris is a flowering plant genus of 310 accepted species with showy flowers. As well as being the scientific name, iris is also widely used as a common name for all Iris species, as well as some belonging to other closely related genera. A common name for some species is flags, while the plants of the subgenus Scorpiris are widely known as junos, particularly in horticulture. It is a popular garden flower. In this project; Versicolor, Virginica and Setosa were used

Used Python Libraries

• Scikit-learn for cross validation, ML models, dataset and calculating mean squared error
• Pandas for converting arrays into data frames and some operations
• Matplotlib for data visualization
• Seaborn for data visualization
• Numpy for array-wise operations

Used Machine Learning Models

• Linear Regression
• Logistic Regression
• Decision Tree
• Support Vector Machines
• Random Forest

Plots