Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary Algorithms.
Juan Enrique Sánchez LasherasFernando Sánchez LasherasCarmen González-DonquilesAdonina TardónGemma Castaño VynalsBeatriz Pérez-GómezCamilo PalazuelosDolors SalaFrancisco Javier de Cos JuezPublished in: HAIS (2018)
Keyphrases
- hybrid algorithm
- evolutionary algorithm
- differential evolution
- support vector machine svm
- support vector
- simulated annealing
- support vector machine
- cancer patients
- particle swarm optimization
- feature vectors
- initial population
- differential evolution algorithm
- prostate cancer
- feature selection
- particle swarm optimization pso
- tabu search
- genetic algorithm
- multi objective
- training set
- machine learning
- optimization problems
- population based incremental learning
- classification accuracy
- knn
- feature space
- metaheuristic
- text classification
- breast cancer
- optimization method
- logistic regression
- fitness function
- global optimization
- clinical trials