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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Prediction of Wild Blue Berries Yield - GSSOC '23 #194

Open Durga-Sowjanya-Sanku opened 1 year ago

Durga-Sowjanya-Sanku commented 1 year ago

💥 We can use the dataset from KAGGLE and detect the yield of the blue berries

(A clear and concise description of what the proposal is.)

1.We can use the suitable machine learning algorithms to deal with this dataset. 2.The best models for this dataset could be RandomForestRegressor , LinearRegression, DecisionTreeRegressor.

  1. This is a regression model, so we need to adjust the parameters for the best model to be possible with some good evaluation score.
  2. It would be really helpful to those who are dealing with such datasets and need to predict the continuous values.

Link : https://www.kaggle.com/competitions/playground-series-s3e14/data

Kindly assign me this under GSSOC '23 . It would be really helpful

Durga-Sowjanya-Sanku commented 1 year ago

@theyashwanthsai I would like you to please go through this

theyashwanthsai commented 1 year ago

@Durga-Sowjanya-Sanku - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.