Implementation of ensemble machine learning algorithms on exome datasets for predicting early diagnosis of cancers.
Abdu Rehaman Pasha SyedRahul AnbalaganAnagha S. SetlurChandrashekar KarunakaranJyoti ShettyJitendra KumarVidya NiranjanPublished in: BMC Bioinform. (2022)
Keyphrases
- machine learning algorithms
- early diagnosis
- random forests
- learning algorithm
- benchmark data sets
- computer aided
- decision trees
- early stage
- machine learning
- machine learning methods
- computer aided diagnosis
- learning problems
- machine learning and data mining algorithms
- standard machine learning algorithms
- machine learning models
- early detection
- medical treatment
- data sets
- ensemble methods
- random forest
- image analysis
- preprocessing
- medical images
- supervised learning
- data preparation
- training data
- neural network