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https://github.com/yossefmohamed/svm_simple_implementation

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Host: GitHub
URL: https://github.com/yossefmohamed/svm_simple_implementation
Owner: YossefMohamed
Created: 2021-09-24T12:35:55.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2021-09-24T12:55:13.000Z (over 3 years ago)
Last Synced: 2024-02-18T20:27:04.527Z (10 months ago)
Language: Python
Size: 19.5 KB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

# SVM_simple_implementation

Classify whether a customer purchased the SUV or not based on the customer’s age and salary.

#### Here's the CVS data

![CVS data](https://www.mltut.com/wp-content/uploads/2020/12/SVM-1.jpg)

#### we wil split the dataset into X and Y. Here X represents independent variables "Age and Salary"and Y represents dependent variables "purchased". which we use them as Training set.

### we got 93% accuracy

### here's the output graph from matplotlib

![output](https://www.mltut.com/wp-content/uploads/2020/12/svm7.png)

### *we have 7 wrong predictions only*