Publication

Abstract : Coral reefs are beautiful creatures that lie on the ocean floors. The current work discusses predicting the correct position of eleven coral reefs under the sea. Predictions of coral reefs are very important because coral reefs are food for aquatic life, and some coral reefs are food for humans. The coral reefs at the bank of the rivers and the sea help the people from the heavy tides. So, it is very important to predict the coral reefs’ position as they predict the coral reefs’ position as they become extinct is very important become extinct. This work uses different machine learning models like Naïve Bayes, K-Means, KNN, SVM, SVR, ANN, Random Forest, Decision Tree, and Gradient Boosting to predict the coral reefs. The accuracy, precision and all the errors are observed. With the help of precision values, the coral reefs that are in large numbers and becoming extinct can also be predicted.