ferdouszislam / Rainfall-Prediction-ML

Predict rainfall and waterlevel from other relevant weather data using data-mining techniques and machine learning. Weather dataset source: http://www.brri.gov.bd/site/page/2ded3c9f-593b-4434-9dda-20e6f77d47ab/-, Water-level dataset source: http://www.hydrology.bwdb.gov.bd/index.php?pagetitle=water_level&sub3=185&_subid=131&id=125&id2=126.
MIT License
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Create Notebook with Generalized Functions for Feature Selection #9

Closed ferdouszislam closed 2 years ago

ferdouszislam commented 2 years ago

Apply feature selection techniques using pearson correlation as shown by Sifat Momen sir and from this blog: https://towardsdatascience.com/5-feature-selection-method-from-scikit-learn-you-should-know-ed4d116e4172.

Create a generalized notebook with functions to perform each feature selection which will be used later for extensive experimentation.

Test the functions in brri-weather weekly average dataset.