https://github.com/rahat-khan-pathan/covid-19-prediction-using-naive-bayes-classification

This model can predict if a patient is affected by covid 19 using naive bayes classifier.
https://github.com/rahat-khan-pathan/covid-19-prediction-using-naive-bayes-classification

covid-19-predictor machine-learning naive-bayes-classifier

Last synced: about 2 months ago
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This model can predict if a patient is affected by covid 19 using naive bayes classifier.

• Host: GitHub
• URL: https://github.com/rahat-khan-pathan/covid-19-prediction-using-naive-bayes-classification
• Owner: Rahat-Khan-Pathan
• License: mit
• Created: 2022-11-22T20:15:19.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2022-11-24T23:08:28.000Z (about 2 years ago)
• Last Synced: 2023-03-10T18:12:02.332Z (almost 2 years ago)
• Topics: covid-19-predictor, machine-learning, naive-bayes-classifier
• Language: Python
• Homepage:
• Size: 30.3 KB
• Stars: 5
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE.md

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README

        
# Predict Covid 19 using Naive Bayes Classification

## How to run this project

1. Install requirements from requirements.txt

``` 

$ pip install -r requirements.txt

```

2. Run train.py to train the model with 5334 data in covid.csv

```

$ python train.py

```

3. Run test.py to test the model with last 100 data in covid.csv

```

$ python test.py

```

4. Run main.py and choose the features to predict the probability.

```

$ python main.py

```

Accuracy gained - 93.00%

See the Demo Video

Dataset Here