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Soil Moisture Prediction

Open prathimacode-hub opened this issue 1 year ago • 11 comments

Define You:

  • [ ] DWOC 2023 Participant
  • [x] Contributor

Hey OS participants, good to see you.

This project will help us in predicting the moisture of the soil to check if it's wet or dry

Dataset : https://www.kaggle.com/amirmohammdjalili/soil-moisture-dataset

If you like to work on this issue, follow the given guidelines for code as well as for the README. You can try to compare it using different algorithms for better modelling practices

prathimacode-hub avatar Dec 31 '23 11:12 prathimacode-hub

Hey!! Can u specify ..what are we likely to do with this dataset? As , I am confuse about which column should be our target column.

Shreyasb1015 avatar Jan 04 '24 07:01 Shreyasb1015

First is look into dataset, do analysis, show visualizations, share gathered insights, apply 3-4 algorithms for model prediction, compare the results and give a conclusion with best fit algorithm that goes for this "Soil Moisture Prediction". If you would like to work on this issue, drop your interest here and get it assigned. @Shreyasb1015

prathimacode-hub avatar Jan 04 '24 07:01 prathimacode-hub

I had confusion regarding the dataset.It has 4 cols which are named as moisture.So should I combine them and then predict the values of combined moisture column ?

Shreyasb1015 avatar Jan 04 '24 07:01 Shreyasb1015

Don't combine together. That's a moistre value calculated a different periodic intervals throughout the day. And don't work on issue until it is assigned to you. @Shreyasb1015

prathimacode-hub avatar Jan 04 '24 11:01 prathimacode-hub

ok

Shreyasb1015 avatar Jan 04 '24 11:01 Shreyasb1015

Are you working on this issue or not. @Shreyasb1015

prathimacode-hub avatar Jan 05 '24 04:01 prathimacode-hub

No. Currently I am not working on it.

Shreyasb1015 avatar Jan 05 '24 07:01 Shreyasb1015

Ok, upto you. @Shreyasb1015

prathimacode-hub avatar Jan 05 '24 16:01 prathimacode-hub

@prathimacode-hub I wish to work on soil moisture prediction dataset, I am a contributor from CSSOC. would you assign this issue to me ?

Cibiyanna26 avatar Aug 06 '24 05:08 Cibiyanna26

Issue is assigned to you. You can proceed. @Cibiyanna26

prathimacode-hub avatar Aug 06 '24 18:08 prathimacode-hub

Thanks @prathimacode-hub.

Cibiyanna26 avatar Aug 06 '24 19:08 Cibiyanna26