MULTI CLASS CLASSIFICATION OF TEXT USING MACHINE LEARNING
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- Опубліковано 11 жов 2024
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Source code : github.com/aks...
This video shows how to classify text into multiple classes using machine learning
Dataset in JSON format : www.kaggle.com...
Dataset in CSV format : github.com/aks...
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Hi sir where is the advanced techniques video
Hi, nice video! Can you please show this problem statement after balancing the data ?
Hi Akshay.. Awesome Video. I got almost all the concept cleared. One thing that I want to know is, you said that if we give any new data to the model, it should be able to classify based on the learning that it had done. Could you kindly let me know how to supply a new data to this model. Is it something already shown .. ? kindly let me know.
1)Make a CSV of untested data.
2)Read it using pandas.
3)Apply the preprocessing as shown in video
4)use model_obj.predict() function.
@@aslearning4818 thanks AS Learning.. That works...
@@aslearning4818 sir.. will u pls tell me .. that for testing purpose i mean how i will predict .. i have to run another jupyter file? Or where i will read the csv qnd predict by the function
Just a question. Do we need to balance the dataset? Also don't we need Label encoder to encode the cusine data for logistic regression?
We can balance it for better results but no need to label encode it as we are using TFIDF to numerize the text.
@@aslearning4818 Is there any way of balancing the dataset other than SMOTE? This a text dataset.
i have one question, can you please tell me how many filded in new file only descriptions or both same as yours, if I only provide descriptions then how i can create predicted results back to the CSV file?
Create a df of the results and save it in csv
Thanks for sharing this video. It's very informative!! I was searching for similar videos on text classification. Can you please share this code file?
You must have got in my git hub repo
And please share this video with interested crowd 😊
Hi sir, have you made video on NLP to solve this ? If yes please share it
Solve ,what . Could you tell more ?
@@aslearning4818 , multi class classification was done using ML algorithms, In the video you have mentioned you will upload one more video on neural networks ,do you have video on that sir?
The invite code for WhatsUp have been reset, I think because it was years ago. Hopin to get the new invite pls. New subscriber here, interested in your niche. Thanks for the knowledge.
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please, sir How I can read the MS access dataset using pandas, or anyway I can read the dataset from it?
Export csvs and read it
Hi sir ,
I need urgent help from you on data science project i have been assigned . I have to apply document intelligence (classify text or clauses based on keyword entered by the user ) . I need one on one assistance from you
Join here chat.whatsapp.com/Jmf1jKfd7nZLFNhmud29Ky
Logistic work only for binary classification, without using softmax you can't do multi class. Can you explain that part please?
You can use logistic for multi class also.In neural nets,you can not use logistic(sigmoid) as activation function for multi class.
@@aslearning4818 got it.
Is there a part two for this?
No