EMLI-ICC: an ensemble machine learning-based integration algorithm for metastasis prediction and risk stratification in intrahepatic cholangiocarcinoma.
Jian RuanShuaishuai XuRuyin ChenWenxin QuQiong LiChanqi YeWei WuQi JiangFeifei YanEnhui ShenQinjie ChuYunlu JiaXiaochen ZhangWenguang FuJinzhang ChenMichael P. TimkoPeng ZhaoLongjiang FanYifei ShenPublished in: Briefings Bioinform. (2022)
Keyphrases
- learning algorithm
- machine learning
- dynamic programming
- optimization algorithm
- expectation maximization
- computational cost
- high accuracy
- cost function
- k means
- significant improvement
- optimal solution
- objective function
- machine learning algorithms
- experimental evaluation
- prediction error
- breast cancer
- preprocessing
- similarity measure
- detection algorithm
- particle swarm optimization
- regression problems
- recognition algorithm
- statistical methods
- logistic regression
- feature selection
- text classification
- simulated annealing
- training data
- data mining
- computational complexity