spam classification machine learning Part - 2 | End to End Deployment | Spam Classifier using Python

#RanjanSharma
It's regarding complete end to end deployment of Spam Classification Model using NLP Machine Learning.
this is Part 2 of the VIdeo. in this, i will show you to create the WEB GUI of model using Python Framework FLASK in Local Environment.
In next video, I will show you to create the WEB GUI of model using Python Framework FLASK in HEROKU Environment.
Stay tuned for further Videos
Hit the Like button if you really liked the video.
Code is uploaded in to the Google Drive Link and Github link
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[@kirandeepmarala5541]

Nice project Ranjan

[@RanjanSharma]

Glad you liked it :-)

[@RanjanSharma]

Join Whatsapp Group for AI chat.whatsapp.com/L3Zmt9XBa3UCccPfekYvXm Telegram Group : www.t.me/@MachineLearningIndia

[@ADESHKUMAR-yz2el]

if you remember you used length of message while training the model you assigned it as "len" in the last column why aren't we using that length feature.?? what about that???

[@deva6603]

Unpickling error invalid load key '\x00'.

[@RanjanSharma]

have you written your code ? please try with the code that i have uploaded in drive and github. then compare. if issue still persists, share the screenshot

[@saishashankvinnakota1570]

@@RanjanSharma even i am getting the same issue it says valid load key '\x00'

[@vijaykumar-ie1wc]

in app.py do the required change.... here is the improved code: in app.py find this line of code and do the required change. filename = 'pickle.pkl' clf = pickle.load( open( "pickle.pkl", "rb" ) ) / /instead of clf = pickle.load('open(pickle.pkl', 'rb')) cv=pickle.load( open( "tranform.pkl","rb") ) app = Flask(__name__)

[@ADESHKUMAR-yz2el]

what about lemmatizers, stemming and all aren't we gonna use that 🤔 plugging direct to transform will have no information, because no words will be in vocabulary of cv unless it is processed

[@alawatta]

Even I used same code in Google driver, I got "UnpicklingError: invalid load key, '\x00'." error

[@shubhangibirajdar4776]

Unpickling Error : Invalid load key, '/00' I'm also facing the same problem...and don't know how to figure it out... Plz help me with this error...

[@nishantsingh156]

did you found something, please help!!

[@alakshman1074]

@@nishantsingh156.... the probelm is with transform.pkl....In the given file X is saved in pickle..we need to replace that X with cv then it works..the last line note book "joblib.dump(X,'transform.pkl')" can be changed as "joblib.dump(X,'transform.pkl')"..then it works. pls try to change that in code....anyway..videos are very good.thank you so much.i gained lot of knowledge from it.

[@dineshpasupuleti9637]

got this error: vect = cv.transform(data).toarray() 'numpy.ndarray' object has no attribute 'transform'

[@alakshman1074]

the probelm is with transform.pkl....In the given file X is saved in pickle..we need to replace that X with cv then it works..the last line note book "joblib.dump(X,'transform.pkl')" can be changed as "joblib.dump(X,'transform.pkl')"..then it works.

[@siddhigolatkar8558]

UnpicklingError: invalid load key, '\x00'.

[@raghavagrawal6263]

I have also followed the same but when I run app. py file it gives me error transform not found Or ndarray do not have transform I have tried to solve this in multiple ways but again again getting different error and its not working

[@raghavagrawal6263]

Please troubleshoot this error ranjan, please

[@RanjanSharma]

Have you written code by yourself ? or copied my code from the google drive/GitHub?

[@raghavagrawal6263]

@@RanjanSharma I have written by myself but the code is same as I saw your video first then written and then when I tried to run it gives me this error ndarray object has no transform

[@RanjanSharma]

@@raghavagrawal6263 Can you please try once with my code directly. it would work then try to compare code You must be doing some typo mistake in your code. you are on a path which is in to development. Learn debugging skils. If you still not able to let me know

[@mukherjeediptendu7517]

@@RanjanSharma in my case, the flask app isn't able to give the local path and instead comes up with an OS error.

[@deepgojariya4272]

when i created the transform.pkl file it was around 280 Mb but in this video at 14.30 timestamp it is showing around 304 Kb

[@alakshman1074]

the probelm is with transform.pkl....In the given file X is saved in pickle..we need to replace that X with cv then it works..the last line note book "joblib.dump(X,'transform.pkl')" can be changed as "joblib.dump(X,'transform.pkl')"..then it works.

[@alawatta]

@@alakshman1074 I cannot see any change in "joblib.dump(X,'transform.pkl')" can be changed as "joblib.dump(X,'transform.pkl')" ..I also faced same thing as above of file size

[@shivamshrivastava5019]

got this error: vect = cv.transform(data).toarray() AttributeError: 'generator' object has no attribute 'transform'

[@dineshpasupuleti9637]

same error.. did you sorted it ??

[@shivamshrivastava5019]

@@dineshpasupuleti9637 no did you sort it now?

[@dineshpasupuleti9637]

@@shivamshrivastava5019 no bro