average-linkage

Recreation and enrichment of the gastric (GC) cancer single-cell RNA-seq (scRNA-seq) data analysis pipeline described in the "Comprehensive analysis of metastatic gastric cancer tumour cells using single‑cell RNA‑seq" by Wang B. et. al, using the raw counts matrix they provide.

R script for agglomerative hierarchical cluster analysis of bathymetric profiles: z-score scaling, Euclidean and correlation distance, average-linkage hclust, dendextend/magrittr dendrogram styling, tanglegram comparison and pvclust AU/BP bootstrap p-values. Mariana Trench; Lemenkova (2020), Carpathian JECE 13(1):5-12.

Introduction to Unsupervised Machine Learning, number of approaches to unsupervised learning such as K-means clustering, hierarchical agglomerative Clustering and its applications.

Improved model performance on accuracy and NMI indicator by determining the optimal number of clusters and post-processing.

Clustering National Standar of Education in DKI Jakarta and Banten (Hierarchical Clustering)