Run Selected Algorithms with Cohesive Hyper-parameters

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

0 stars 1 forks source link

Run Selected Algorithms with Cohesive Hyper-parameters #14

Open ferdouszislam opened 2 years ago

ferdouszislam commented 2 years ago

Selected Classification Algorithms:

[x] KNN
[x] Decision Tree
[x] Random Forest
[x] XGBoost
[x] MLP
[x] LightGBM

Selected Regression Algorithms:

[x] KNN
[x] Decision Tree
[x] Random Forest
[x] XGBoost
[x] MLP
[x] LightGBM

ZIR Algorithms:

[x] LightGBM classifier + LightGBM regressor
[x] LightGBM classifier + RF regressor
[x] XGBoost classifier + LightGBM regressor
[x] XGBoost classifier + RF regressor

ferdouszislam commented 2 years ago

@RifatIslamOmio issue taar description e likhe dio ZIR er algo pair gular naam.