A Naive Bayes classifier has been developed to contribute to the diagnosis of breast cancer. It is based on data from breast cancer patients in Wisconsin, USA. The classifier has been compared with an academic article using the same dataset, achieving an accuracy of 96%. It is expected to play a significant role in early diagnosis.
Written on March 19, 2021 and updated on March 30, 2024
This guide covers publishing a Docker image on Kubernetes with Azure. It includes scaling options and uses a Java Spring Boot application from Buildpacks. Instructions are provided for configuring and installing command-line tools.
Written on August 23, 2021 and updated on March 24, 2024
This paper presents the development and evaluation of a Mamdani Fuzzy Inference System (FIS) for predicting the excitation current of a synchronous machine based on four attributes. It discusses the methodology, implementation, and results of the FIS system, achieving a prediction accuracy of over 90%
Written on February 13, 2022 and updated on March 19, 2024
Exploring Concurrency in Daily Life and Parallel Programming: Word Generation and Counting with MPI and Modified MapReduce
Written on March 18, 2022 and updated on March 19, 2024
Exploring Simulated Annealing and Particle Swarm Optimization algorithms for solving optimization problems across various test functions in Python
Written on March 1, 2021 and updated on March 18, 2024