https://github.com/vibhuti03/iris-classification

Applying SVM classifier
https://github.com/vibhuti03/iris-classification

classification-algorithm iris-classification jupyter-notebook machine-learning-algorithms python3 svm-classifier

Last synced: about 1 year ago
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Applying SVM classifier

• Host: GitHub
• URL: https://github.com/vibhuti03/iris-classification
• Owner: vibhuti03
• Created: 2020-06-04T18:34:53.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-06-04T18:53:12.000Z (almost 6 years ago)
• Last Synced: 2025-01-12T23:30:50.014Z (about 1 year ago)
• Topics: classification-algorithm, iris-classification, jupyter-notebook, machine-learning-algorithms, python3, svm-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 7.56 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Iris-Classification

Applying SVM Classifier

## Language Used

1. Python

## Libraries Used

1. pandas

2. matplotlib

3. seaborn

4. sklearn

5. numpy

## Screenshots

### Types of iris

1. Iris Setosa

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/Iris-setosa.jpg) 

2. Iris Versicolor

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/Iris-versicolor.jpg) 

3. Iris Virginica

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/Iris-virginica.jpg)

### Pairplot of features

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/pairplot.png)

### Accuracy Check (Confusion Matrix)

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/confusionmatrix.png)

### Accuracy Check (Classification Report)

![alt](https://github.com/vibhuti03/Iris-Classification/blob/master/classificationreport.png)