Ensemble-Based Machine Learning Algorithms for Classifying Breast Tissue Based on Electrical Impedance Spectroscopy.
Sam Matiur RahmanMd. Asraf AliOmar AltwijriMahdi AlqahtaniNasim AhmedNizam Uddin AhamedPublished in: AHFE (14) (2019)
Keyphrases
- machine learning algorithms
- breast tissue
- random forests
- learning algorithm
- transmission line
- breast cancer
- benchmark data sets
- machine learning
- decision trees
- machine learning methods
- ensemble methods
- learning problems
- x ray
- infrared
- learning tasks
- tissue classification
- machine learning models
- discriminating power
- training set
- textural features
- quantitative evaluation
- training data
- base classifiers
- machine learning approaches
- cad systems
- standard machine learning algorithms
- random forest
- ground truth
- image registration