Using 
. Write code to predict the species of the flower using SGDClassifier.
- Run it for Logistic Regression
- Run it for Support Vector Machines
Report
- Accuracy, Precision, Recall, and F1 for both runs
- Run the metric with cross-fold validation of 5.
- Print the confusion matrix. Which species are most often confused with each other?
