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Lung-Cancer-Project

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# 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?raw=true)

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



	a/README.md		b/README.md
1	# Lung Cancer Analyzation Website	1	# Lung Cancer Analyzation Website
2		2
3	A website that predicts the probability of Patient's Lung Cancer Status according to given 15 Parameters.	3	A website that predicts the probability of Patient's Lung Cancer Status according to given 15 Parameters.
4	```	4	```
5	'AGE','GENDER', 'ANXIETY','COUGHING', 'SMOKING', 'WHEEZING','YELLOW_FINGERS',	5	'AGE','GENDER', 'ANXIETY','COUGHING', 'SMOKING', 'WHEEZING','YELLOW_FINGERS',
6	'PEER_PRESSURE', 'CHRONIC DISEASE', 'FATIGUE ',	6	'PEER_PRESSURE', 'CHRONIC DISEASE', 'FATIGUE ',
7	'ALCOHOL CONSUMING', 'SHORTNESS OF BREATH','ALLERGY ',	7	'ALCOHOL CONSUMING', 'SHORTNESS OF BREATH','ALLERGY ',
8	'SWALLOWING DIFFICULTY', 'CHEST PAIN' .	8	'SWALLOWING DIFFICULTY', 'CHEST PAIN' .
9	```	9	```
10	Using these parameters output predicts the particular patient is disease or Not.	10	Using these parameters output predicts the particular patient is disease or Not.
11	Instructions for Pycharm :	11	Instructions for Pycharm :
12	1) In project , add the forest html file in the templates folder	12	1) In project , add the forest html file in the templates folder
13	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	13	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
14		14
15	## Prerequistis for run the System	15	## Prerequistis for run the System
16	```	16	```
17	1) Python 3.7.X >	17	1) Python 3.7.X >
18	2) Pycharm Community Edition (Optional but Having this Convenient)	18	2) Pycharm Community Edition (Optional but Having this Convenient)
19	```	19	```
20	## Implementing the System	20	## Implementing the System
21		21
22	1) Training the Lung Cancer notebook with given Csv File	22	1) Training the Lung Cancer notebook with given Csv File
23	```	23	```
24	Lung Cancer Prediction.ipynb	24	Lung Cancer Prediction.ipynb
25	```	25	```
26	2) Create the Pickle file for the Prediction Analysis	26	2) Create the Pickle file for the Prediction Analysis
27	```	27	```
28	Lung_Cancer.pkl	28	Lung_Cancer.pkl
29	```	29	```
30	3) Installing Environment requirements	30	3) Installing Environment requirements
31	```	31	```
32	Using requirements.txt	32	Using requirements.txt
33	```	33	```
34		34
35	## Deployment of the Application	35	## Deployment of the Application
36	1) Run this Command in your cmd for depolyment of flask	36	1) Run this Command in your cmd for depolyment of flask
37	```	37	```
38	python app.py	38	python app.py
39	```	39	```
40	## UI of the Application	40	## UI of the Application
41	![Initial GUI](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface1.PNG)	41	![Initial GUI](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface1.PNG?raw=true)
42		42
43	## Final Result	43	## Final Result
44	![Final Result](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface2.PNG)	44	![Final Result](https://github.com/Pandula1234/Lung-Cancer-Project/blob/main/static/Interface2.PNG?raw=true)
45		45
46		46