/Iris_dataset_Classification

This Repository contains Python script to classify Iris Flower Species.

Primary LanguagePythonMIT LicenseMIT

Iris_dataset_Classification

This repository is for Iris Flower Data Set classification

Dataset Description

The data set contains 3 classes of 50 instances each, where each class refers to a type of iris plant.

Attribute Information:

  1. sepal length in cm

  2. sepal width in cm

  3. petal length in cm

  4. petal width in cm

  5. class:

-- Iris Setosa

-- Iris Versicolour

-- Iris Virginica

Data Frame

screenshot from 2018-07-15 12-53-19

Results

Testing Accuracy : 100%

Classification Report

             precision    recall  f1-score   support

Iris-setosa       1.00      1.00      1.00        14

Iris-versicolor   1.00      1.00      1.00        17

Iris-virginica    1.00      1.00      1.00        14

avg / total       1.00      1.00      1.00        45

Confusion Matrix

confusion matrix

Normalize Confusion Matrix

normalize confusion matrix