Add the KNN Model

[Soumya-Kushwaha]

Prerequisites

• [X] I am an Open Source Contributor
• [X] I checked to make sure that this issue has not already been filed

Description

Add alternative models such as SVM, KNN etc. and try results

Screenshots

No response

Code of Conduct

• [X] I follow Contributing Guidelines of this project.

[Vethan123]

Hii @Rakesh9100 , i am GSSOC'23 contributor i am willing to work on this issue i gonna work on boston house pricing dataset and also on titanic dataset for different models to check their accuracy. so please assign this to me

[Saiesh-Agre]

Hello @Soumya-Kushwaha I would like to contribute to this issue. I just finished working for Fake News classification. Since the project concerns with Drug classification, I would use this Kaggle dataset (https://www.kaggle.com/datasets/prathamtripathi/drug-classification). The Dataset would be effective in evaluating the results. I will also check for generalization of the model.

It would be great if you would assign it to me.

[tushtithakur]

Hi, I'm excited about the ML Project Drug Review Dataset's aim to analyze drug effectiveness using patient reviews. I have experience in developing ML models for similar tasks and would like to explore alternative models (e.g., KNN, Decision Tree Classifier, Random Forest) on the dataset. I would be grateful if you could assign this task to me. Looking forward to collaborating.

[UditSharma9999]

Hi i am kaggle expert. I have experience in developing ML models for similar tasks . I want to work on this issue. Please assign me.

[Veena4512]

Hello @Rakesh9100 I love to solve this issue. I have worked on different machine learning models . Please assign this to me.

[sijalalyy]

I am GSSOC 23 contributor assign this to me i want to work on this

[Rakesh9100]

@Soumya-Kushwaha Assigning you, Go ahead Remember similar issues are already been opened before but still if you want you can try, the one which will be good will be merged.

[khushi767]

Could you please assign me this as a GSSOC Contributor.

[Mubashir-Ul-Hassan]

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

[Rakesh9100]

@Soumya-Kushwaha Provide the update pls

[Soumya-Kushwaha]

@Rakesh9100 I'll make the PR today!

[Rakesh9100]

@tushtithakur Do you want to work

[tushtithakur]

@Rakesh9100 Sure..I would like to contribute..

[Rakesh9100]

Pls tell in brief the work you will do @tushtithakur

[tushtithakur]

@Rakesh9100 Thank you for considering me for exploring alternative machine learning models on the dataset. I am eager to incorporate models like SVM, KNN, Decision Tree Classifier, and Random Forest. I will evaluate their performance using accuracy, precision, etc. Through careful analysis, I will provide insights into the strengths and weaknesses of each model.

[Rakesh9100]

The algorithms you specifies are already been applied @tushtithakur

[tushtithakur]

@Rakesh9100, thank you for your suggestion. Building upon the existing models applied, I will further expand the analysis by incorporating additional machine-learning models into the code. In addition to the previously mentioned models like SVM, KNN, Decision Tree Classifier, and Random Forest, I will include Gradient Boosting, XGBoost, LightGBM, Naive Bayes, AdaBoost, and SVM. By incorporating these various algorithms, we can explore their strengths and weaknesses in the context of the dataset.

[Rakesh9100]

Okay pls proceed @tushtithakur

[Rakesh9100]

Update pls @tushtithakur

[Pradhyumna789]

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

[Pradhyumna789]

Right now I'm working on the CIFAR10 dataset using KNN, SVM, and PCA. I think I'll be able to solve this issue.

[tushtithakur]

@Rakesh9100 I'll make the PR by tomorrow.

[Rakesh9100]

@Pradhyumna789 Do you want to be assigned?

[karthikbhandary2]

can I do this? @Rakesh9100

[Rakesh9100]

Pls complete your assigned issue first and then will assign you this @karthikbhandary2

[karthikbhandary2]

ok @Rakesh9100

[Rakesh9100]

Do you want to be assigned? @karthikbhandary2

[karthikbhandary2]

yes @Rakesh9100

[github-actions[bot]]

Hello @karthikbhandary2, This issue has been assigned to you 🙌. You can start working on it.

[karthikbhandary2]

Thanks for the assign!

[Rakesh9100]

Update of your work @karthikbhandary2

[karthikbhandary2]

Almost done @Rakesh9100 I will be creating a PR shortly!

[github-actions[bot]]

👋 @Soumya-Kushwaha This issue is closed. Thank You!!