## What does a Dendrogram show?

A dendrogram is a branching diagram that represents the relationships of similarity among a group of entities. Each branch is called a clade. on. There is no limit to the number of leaves in a clade.

## What is Agglomerativeclustering?

Agglomerative clustering (also called (Hierarchical Agglomerative Clustering, or HAC)) is a “bottom up” type of hierarchical clustering. In this type of clustering, each data point is defined as a cluster. Pairs of clusters are merged as the algorithm moves up in the hierarchy.

**What are the two types of clustering?**

Clustering itself can be categorized into two types viz. Hard Clustering and Soft Clustering. In hard clustering, one data point can belong to one cluster only. But in soft clustering, the output provided is a probability likelihood of a data point belonging to each of the pre-defined numbers of clusters.

### What is cluster analysis explain with example?

Cluster analysis or clustering is a data-mining task that consists in grouping a set of experiments (observations) in such a way that element belonging to the same group are more similar (in some mathematical sense) to each other than to those in the other groups. We call the groups with the name of clusters.

### What is the objective of K means?

In K-Means, each cluster is associated with a centroid. The main objective of the K-Means algorithm is to minimize the sum of distances between the points and their respective cluster centroid.

**What do you mean cluster analysis?**

Cluster analysis is a statistical method used to group similar objects into respective categories. It can also be referred to as segmentation analysis, taxonomy analysis, or clustering. Put simply, cluster analysis discovers structures in data without explaining why those structures exist.

#### What is the distance in dendrogram?

The distance at which two clusters combine is referred to as the dendrogram distance. The dendrogram distance is a measure of if two or more clusters are disjoint or can be combined to form one cluster together.

#### What is Diana clustering?

DIANA Hierarchical Clustering DIANA is also known as DIvisie ANAlysis clustering algorithm. It is the top-down approach form of hierarchical clustering where all data points are initially assigned a single cluster. Further, the clusters are split into two least similar clusters.

**What is an Agglomerative?**

1. agglomerative – clustered together but not coherent; “an agglomerated flower head” agglomerate, agglomerated, clustered. collective – forming a whole or aggregate.

## What is a dendrogram?

A dendrogram is a visual representation. Specifically, it is a tree or branch diagram where there are many elements at one end, and few, or one, at the other. The branches represent categories or classes and the diagram implies an order or relationship between these categories or classes.

## What does the vertical axis of a dendrogram represent?

The vertical axis represents the objects and clusters. The dendrogram is fairly simple to interpret. Remember that our main interest is in similarity and clustering. Each joining (fusion) of two clusters is represented on the graph by the splitting of a horizontal line into two horizontal lines.

**What do you mean by marriage?**

1 : the state of being united to a person as spouse in a legal, consensual, and contractual relationship recognized and sanctioned by and dissolvable only by law — see also divorce,Obergefell v. Hodges — compare civil union Test your knowledge – and maybe learn something along the way. A daily challenge for crossword fanatics.

### Why is there a controversy over the dictionary definition of gay marriage?

This is not an issue to be resolved by dictionaries. Ultimately, the controversy involves cultural traditions, religious beliefs, legal rulings, and ideas about fairness and basic human rights. The principal point of dispute has to do with marriage between two people of the same sex, often referred to as same-sex marriage or gay marriage.