🍀 Challenge: Classification Using IRIS DataSet
Classify flowers using the perceptron algorithm.
We'll cover the following...
We'll cover the following...
Problem statement
The IRIS data set is taken from the UCI repository of datasets. It has four features and a label that classifies the flower.
| sepal_length | sepal_width | petal_length | petal_width | species |
|---|---|---|---|---|
| 6.7 | 3.3 | 5.7 | 2.1 | Iris-setosa |
| 6.4 | 3.1 | 5.5 | 1.8 | Iris-setosa |
| 4.9 | 3.1 | 1.5 | 0.1 | Iris-virginca |
| 5.5 | 3.5 | 1.3 | 0.2 | Iris-virginca |
The flowers can belong to either of the following classes:
Find the optimal weights that can classify each flower: Iris-setosa and non-iris setosa.
The data is ...