Lagoon Fish Fecundity Prediction System
Machine Learning-Based Estimation of Fish Egg Production Across Ghanaian Lagoons
Lagoon & Model Selection
Lagoon:
Benya Lagoon
Domunli Lagoon
Fosu Lagoon
Keta Lagoon
Sakumono Lagoon
Model choice:
Linear Regression
Ridge Regression
Lasso Regression
Random Forest
XGBoost
Support Vector Regression
Fish Measurements
Month:
March 1
April 2
May 3
Total Length (cm):
Standard Length (cm):
Body Weight (g):
Gonad Weight (g):
Predict Number of Eggs
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