MLL_CancerDiagnosis

1. Preprocessing:

• different preprocessing techniques for different algorithms combinations

• Standerization
• MinMax Scaling

• Feature selection

• Filtering method: Anova, regression
• Wrapper method: RFE

• dimention reduction

• PCA
• UMAP

2. classification with evaluation

• KNN
• SVM
• NN

3. clustering with evaluation

• row clustering

• Hierarchical clustering

• column "gene" clustering

• Hierarchical clustering
• K-mean
• DBscan