BHARAT_INTERN-2

Iris dataset analysis - Classification

Dataset Information

The data set contains 3 classes of 50 instances each, where each class refers to a type of iris plant. One class is linearly separable from the other 2; the latter are NOT linearly separable from each other.

Attribute Information:-

1. sepal length in cm
2. sepal width in cm
3. petal length in cm
4. petal width in cm
5. species: -- Iris Setosa -- Iris Versicolour -- Iris Virginica

Download link: https://www.kaggle.com/uciml/iris

Libraries

pandas

matplotlib

seaborn

scikit-learn

Algorithms

Logistic Regression

K-Nearest Neighbors

Decision Tree

Best Model Accuracy: 100.00