Update MLP (regression & classification) hyperparameters

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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Update MLP (regression & classification) hyperparameters #16

Closed ferdouszislam closed 2 years ago

ferdouszislam commented 2 years ago

Updated hyperparameters:

max_iters = [1, 2, 3, ... 100]
hidden_layer_sizes = [(32, 16, 8), (32, 16), (100)]

ferdouszislam commented 2 years ago

Issue skipped because the mlp classification takes too long, results for on both dropped and no significant changes found.