IRIS

A Multi-Nomial Classification of Iris Dataset.

Spectramap biplot of Fisher's iris data set

Technologies Applied

• Scatter Matrix
• Pyplot
• Scikit-Learn Model Selection
• Scikit-Learn Classification Report
• Scikit-Learn Confusion Matrix
• Scikit-Learn Accuracy Score
• Scikit-Learn Logistic Regression
• Scikit-Learn Decsision-Tree Classifier
• Scikit-Learn K-Neighbours Classifier
• Scikit-Learn Linear-Discriminant Analayser
• Scikit-Learn Gaussian Naive-Bayes
• Scikit-Learn SVC

Evaluated Algorithms

• Logistic Regression (Linear)
• Linear Discriminant Analysis (Linear)
• K-Nearest Neighbours (Non-Linear)
• Classification and Regression Tree (Non-Linear)
• Gaussian Naive Bayes (Non-Linear)
• Support Vector Machine (Non-Linear)