I prepared an artificial intelligence project that tests the Omicron Variant according to various protein values according to 2 different software, RNN Deep Learning and Machine Learning software. Although I finished the project on January 15, I felt the need to share it after a long time. I also open source an explanatory PDF presentation explaining the project. RNN accuracy percentage 82.5%, RNN precision percentage 97.08%; The Machine Learning accuracy percentage is 100.00% and the Machine Learning accuracy percentage is 99.5%.
First I edited and cleared the data. Later, I adapted it according to two different algorithms (both of which are original algorithms) that I created. Then I built the pipeline and created the model. Finally, I added the predictions and confusion matrix scores to the end of the list. This is an artificial intelligence project in healthcare. I am happy to share this innovative project with you!
Finally, Artificial intelligence for a healthy tomorrow! Thank you!
Emirhan BULUT Sr. Artificial Intelligence Engineer
###The coding language used:
Python 3.9.8
###Libraries Used:
Tensorflow
NumPy
scikit-learn
Keras
Name-Surname: Emirhan BULUT
Contact (Email) : emirhan@isap.solutions
LinkedIn : https://www.linkedin.com/in/artificialintelligencebulut/
Kaggle: https://www.kaggle.com/emirhanai
Official Website: https://www.emirhanbulut.com.tr