# Lung Cancer Analyzation Website

A website that predicts the probability of Patient's Lung Cancer Status according to given 15 Parameters.

```

'AGE','GENDER', 'ANXIETY','COUGHING', 'SMOKING', 'WHEEZING','YELLOW_FINGERS',

'PEER_PRESSURE', 'CHRONIC DISEASE', 'FATIGUE ',

'ALCOHOL CONSUMING', 'SHORTNESS OF BREATH','ALLERGY ',

'SWALLOWING DIFFICULTY', 'CHEST PAIN' .

```

Using these parameters output predicts the particular patient is disease or Not.

Instructions for Pycharm :

1) In project , add the forest html file in the templates folder

2) In the static folder add the css and js file for css js elements to work on webpage.Get it from here : https://materializecss.com/getting-started.html

## Prerequistis for run the System

```

1) Python 3.7.X >

2) Pycharm Community Edition (Optional but Having this Convenient)

```

## Implementing the System

1) Training the Lung Cancer notebook with given Csv File

```

Lung Cancer Prediction.ipynb

```

2) Create the Pickle file for the Prediction Analysis

```

Lung_Cancer.pkl

```

3) Installing Environment requirements

```

Using requirements.txt

```

## Deployment of the Application

1) Run this Command in your cmd for depolyment of flask

```

python app.py

```

## UI of the Application

![Initial GUI](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface1.PNG)

## Final Result

![Final Result](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface2.PNG)