Soil Moisture Prediction

[prathimacode-hub]

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

[Shreyasb1015]

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.

[prathimacode-hub]

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

[Shreyasb1015]

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 ?

[prathimacode-hub]

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

[Shreyasb1015]

ok

[prathimacode-hub]

Are you working on this issue or not. @Shreyasb1015

[Shreyasb1015]

No. Currently I am not working on it.

[prathimacode-hub]

Ok, upto you. @Shreyasb1015

[Cibiyanna26]

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

[prathimacode-hub]

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

[Cibiyanna26]

Thanks @prathimacode-hub.