Add other models and algos for better analysis of the dataset about ml-project-drug-review-dataset

[AnuragJha003]

@Rakesh9100 pls assign me this issue

[sijalalyy]

I am GSSOC 23 contributor assign this to me

[Rakesh9100]

@AnuragJha003 Assigning you, proceed and try
Many similar issues are also open so merging will depend whose accuracy and other factors will be good

[Mubashir-Ul-Hassan]

Hi, @Rakesh9100 I would like to contribute. Please assign the task to me under GSSOC'23.

[AnuragJha003]

@Mubashir-Ul-Hassan I have been already assigned this issue bro

[Mubashir-Ul-Hassan]

Bro I want to contribute and want to gain skill I don't want to waste my summer so please guide me want I do.

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On Wed, May 24, 2023, 1:36 AM AnuragJha003 ***@***.***> wrote: @Mubashir-Ul-Hassan <https://github.com/Mubashir-Ul-Hassan> I have been already assigned this issue bro — Reply to this email directly, view it on GitHub <#16 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AYZWFH4XCJJYCHBLMT3V7SLXHUNVHANCNFSM6AAAAAAYJFOIAQ> . You are receiving this because you were mentioned.Message ID: ***@***.*** com>

[Rakesh9100]

@Mubashir-Ul-Hassan Head to discord server of GSSoC23 for these discussions and queries you have

[Mubashir-Ul-Hassan]

Ok thanks alot

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On Wed, May 24, 2023, 1:56 AM Rakesh Roshan ***@***.***> wrote: @Mubashir-Ul-Hassan <https://github.com/Mubashir-Ul-Hassan> Head to discord server of GSSoC23 for these discussions and queries you have — Reply to this email directly, view it on GitHub <#16 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AYZWFH35QKVGJCOQNLO3LPDXHUQBRANCNFSM6AAAAAAYJFOIAQ> . You are receiving this because you were mentioned.Message ID: ***@***.*** com>

[Rakesh9100]

@AnuragJha003 Provide the update of your work

[Rakesh9100]

@sijalalyy Do you want to work?

[sijalalyy]

@sijalalyy Do you want to work?

Yes i want to work on this.

[sijalalyy]

Algos and Models that can improve the analysis

1. Vectorization Techniques:
   a. Bag-of-Words (BoW): This technique represents text data as a frequency count of words in each document.
   b. TF-IDF: Term Frequency-Inverse Document Frequency is a measure that reflects the importance of a word in a document corpus.
   c. Word2Vec: This technique represents words as vectors in a continuous vector space, capturing semantic relationships.

2. Classification Algorithms:
   a. LinearSVC: Linear Support Vector Classifier is a variant of the Support Vector Machine algorithm, known for its effectiveness in text classification tasks.

[AnuragJha003]

I m working using word2vec and tf idf and SVC and have also thought of using Random forest with xgboost for it .... Sorry for the late reply net was down in my region and very slow over the last 2/3 days due to a maintenance work

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On Mon, May 29, 2023, 1:17 AM Sijal Ali Ansari ***@***.***> wrote: Algos and Models that can improve the analysis 1. Vectorization Techniques: a. Bag-of-Words (BoW): This technique represents text data as a frequency count of words in each document. b. TF-IDF: Term Frequency-Inverse Document Frequency is a measure that reflects the importance of a word in a document corpus. c. Word2Vec: This technique represents words as vectors in a continuous vector space, capturing semantic relationships. 2. Classification Algorithms: a. LinearSVC: Linear Support Vector Classifier is a variant of the Support Vector Machine algorithm, known for its effectiveness in text classification tasks. — Reply to this email directly, view it on GitHub <#16 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AXHRITDSPLFDFXGP7UJOU7LXIOTWNANCNFSM6AAAAAAYJFOIAQ> . You are receiving this because you were mentioned.Message ID: ***@***.*** com>

[AnuragJha003]

Pls reassign me my net was virtually dead for the last 2/3 days:(

[Rakesh9100]

@AnuragJha003 When will you create PR?

[AnuragJha003]

Within some days I was not able to work a bit because of my poor net connection in the region. I started working on it and will create it very soon .

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On Mon, May 29, 2023 at 1:46 AM Rakesh Roshan ***@***.***> wrote: @AnuragJha003 <https://github.com/AnuragJha003> When will you create PR? — Reply to this email directly, view it on GitHub <#16 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AXHRITDKCPHGVHLBV4UWEV3XIOXB5ANCNFSM6AAAAAAYJFOIAQ> . You are receiving this because you were mentioned.Message ID: ***@***.*** com>

[jahnvisahni31]

Hi, @Rakesh9100 I would like to contribute. Please assign the task to me under GSSOC'23.