mycin-ai-club / machinelearning-bootcamp01

Projects submitted by teams on completion of Bootcamp 1 organized by MYCIN-AI.

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machinelearning-bootcamp01's Issues

Student Performance Data Set Model

Addition of ML model on Student Performance Data Set, Please assign me to do the same!

Quality Prediction in Mining Process

My aim here is to build a model using various approaches that will be able to predict an ore's purity and impurity using the different column values as input.
The dataset used in this project is taken from the Kaggle website.
Dataset Link:- https://www.kaggle.com/datasets/edumagalhaes/quality-prediction-in-a-mining-process
In this dataset there is a table which contains 24 columns and around 735000 rows.
Some of the columns are:% Iron Feed, % Silica Feed, Starch Flow, Ore Pulp Flow, Floatation columns and so on.

The steps I plan on following are:

1. Fork this repo.
2. Create and train models.
3. Compare the models.
4. Sync my forked repo
5. And then finally create a PR.

Update Readme with details of all projects included in the repository.

The contributor is expected to add details of the project in a table mentioning the project name, the contributor(one who uploaded), the models used and metric scores of the same. Additional fields like active issues will be appreciated.

Issue creation

Add a folder which contains all possible classification model templates in Machine Learning

The aim of this issue is to create a folder which contains all the classification model templates such as Logistic Regression, SVM, Random Forest Classifier etc.

Evaluate the Big Market sales prediction model against accuracy and other metrics

Big Market sales prediction model needs to be evaluated with well defined accuracy and other metrics. The contributor is expected to write clear code with proper titles and descriptions of the task performed.

Update Red Wine Prediction Models

Include the updated models to the project folder with same title.

Low accuracy of the Red-Wine-Quality-Project

The notebooks attached have low accuracies of 70.31% for Random Forest and 52.5% for Multiple Linear Regression.

This issue aims at contributions with better accuracy using new models or improved versions of these models.

Organize Diabetes Project

Make a folder for all related files containing Readme, ipynb file and the dataset (csv format).

Basic ML Documentation

I am enough capable of creating documentation on basic ML , which can help newbie to learn , pls assign me the same.

Addition of a Readme and dataset used in Breast Cancer

The contributor is expected to prepare a proper readme for the project and mention the dataset used in the Readme file.

Readme for Big Market sales prediction

A proper readme is expected for the project. A text file containing basic information about the same is already given with the file, any contributor wishing to do the task is expected to write a proper readme with proper formatting.

Addition of Readme in Diabetes Prediction

I want to make and add Readme file in Diabetes Prediction Folder. Please Assign it to me @MYCIN-AI-Club