What are the different types of Nodes in a Tree - GeeksforGeeks (2024)

Last Updated : 26 Nov, 2022

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Trees are nonlinear data structures that organize data hierarchically and in a recursive manner.

It is a method of organizing and storing data in the computer in a way that makes it more effective to use. Nodes in the graph are connected via edges. It has different types of nodes which are called parent node, child node, leaf node, etc.

What is a root node?

A node that is the first or topmost node in a tree is called a root node. In every tree, there is always one root node, which is the only node that has never previously been connected to another node.

What are the different types of Nodes in a Tree - GeeksforGeeks (1)

The root node in this tree is node (A).

Importance of root node:

  • The root node, which has no parents, is the highest node in the tree structure.
  • The entire message is represented by this node, which is a global element.
  • It may have one or more child nodes, but it is never recurring or able to have sibling nodes.
  • You can change the root node’s name.

What is a parent node?

The node which is a predecessor of another node is known as a parent node.

Or we can also say that if a node (A) is connected to another node (B) then node (A) will be known as the parent node for node (B) and similarly for other nodes as well if you refer to the below example.

  • Node (A) is the parent of node (B) and node (C).
  • Similarly, node (B) is the parent of node (D) and node (E).
  • And node (C) is the parent of node (F) and node (G).

What are the different types of Nodes in a Tree - GeeksforGeeks (2)

Parent nodes in a tree.

What is a child node?

The node which is the descendant(node which follows another node) of any node on a tree is known as a child node.

Or we can also say that every node excluding the root node is a child node in the tree. A child node always has a parent node to which it is connected. As you can see in the example below.

  • Where nodes (B) and (C) are children of the node (A).
  • Similarly, node (D) and node (E) are child nodes of (B).
  • And node (F) and node (G) are child nodes of (C).

What are the different types of Nodes in a Tree - GeeksforGeeks (3)

Child node in a tree.

What is a leaf node?

A node that does not have any child node is called a leaf node.

Sometimes in this case if there is a single node (A) present in the tree then that node is also called a leaf node because of no child node connected to it. There is nothing connected to a leaf node further which is the endmost node of a tree in a direction.

What are the different types of Nodes in a Tree - GeeksforGeeks (4)

Leaf node in a tree.

What is a height of a tree?

The height of a tree is the total number of edges from a leaf node to any particular node usually a root node.

The height of a tree at the leaf node is minimum at (height of node F = 0) and maximum at the root node (Height of node A = 2).

What are the different types of Nodes in a Tree - GeeksforGeeks (5)

Example of the Height of a tree

What is the depth of the tree?

The depth of a tree is the number of edges from the root node to a particular node, usually, a leaf node and the path followed from the root node to the particular node is the longest path of a tree.

At the root node, the depth is minimum and at the leaf node, it is maximum. In the example given below at root node (A), it is 0 and at leaf node (F) it is maximum which is 2.

What are the different types of Nodes in a Tree - GeeksforGeeks (6)

Example of depth of tree

Let’s take one more example to clarify the concept.

What are the different types of Nodes in a Tree - GeeksforGeeks (7)

Here you can notice that the depth of node (C) is zero as it is a leaf node.

What is the degree of a node in a tree?

The Degree of a node in the tree is the summation of the number of child nodes connected to it, and the node which has the highest number of child nodes in a tree is also known as the Degree of a tree.

What are the different types of Nodes in a Tree - GeeksforGeeks (8)

Degree of tree



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What are the different types of Nodes in a Tree - GeeksforGeeks (2024)

FAQs

What are the different types of Nodes in a Tree - GeeksforGeeks? ›

There are three different types of nodes: chance nodes, decision nodes, and end nodes. A chance node, represented by a circle, shows the probabilities of certain results. A decision node, represented by a square, shows a decision to be made, and an end node shows the final outcome of a decision path.

What are the 3 types of nodes used in the decision trees? ›

There are three different types of nodes: chance nodes, decision nodes, and end nodes. A chance node, represented by a circle, shows the probabilities of certain results. A decision node, represented by a square, shows a decision to be made, and an end node shows the final outcome of a decision path.

What are the different types of nodes in a phylogenetic tree? ›

Nodes are split into terminal nodes (or “leaves” to keep with the tree analogy), also known as Operational Taxonomic Units (OTUs) and internal nodes, also known and Hypothetical Taxonomic Units (HTUs); OTUs are generally the data on which the phylogenetic method operates, whereas HTUs are the hypothetical ancestors ...

What are the three different types of nodes? ›

Three Types of Nodes
  • A smooth node is used to create a seamless curve. The control points of a smooth node are always directly opposite each other. ...
  • A symmetrical node is similar to a smooth node. Its control points are always opposite each other; if you move ...

What are the nodes in a tree? ›

Tree nodes are points of data convergence where a tree branches into levels. Nodes are the building blocks of a tree structure and are attached to tree versions.

What are the types of nodes in a behavior tree? ›

In a Behavior Tree there are 3 types of nodes:
  • Tasks: Which do one single action and return success or failure.
  • Composites: Which branch the execution of Tasks or other Composites.
  • Decorators: Which manage the state of lower nodes.
Mar 17, 2019

What are the types of nodes in DOM tree? ›

Node Types
Node TypeDescription
TextRepresents textual content in an element or attribute
CDATASectionRepresents a CDATA section in a document (text that will NOT be parsed by a parser)
CommentRepresents a comment
EntityRepresents an entity
8 more rows

What are three examples of node? ›

Examples of nodes include bridges, switches, hubs, and modems to other computers, printers, and servers.

How do you classify nodes? ›

Node classification is performed by applying a classifier on the set of labeled node embedding for training. Wilson et al. [27], Han and Shen [28], Yao et al.

What are the different types of nodes in UML? ›

A node in the Unified Modeling Language (UML) is a computational resource upon which UML artifacts may be deployed for execution. There are two types of nodes: device nodes and execution environments.

What are the special nodes in a tree? ›

A node x is said to be special if the path from the root to node x contains all distinct values. Your task is to find the number of special nodes. Input: The first line contains an integer N denoting the number of nodes in the tree.

What is the main node of a tree? ›

Node Levels
  • Root node: The highest node in the tree structure.
  • Parent node: The node that branches off into other nodes.
  • Child node: The node that's connected to a node higher in hierarchy (parent node)
  • Sibling node: Nodes that are at the same level and belong to the same parent node.

What are the nodes in a game tree? ›

In game theory, a game tree is a directed graph whose nodes are positions in a game (e.g., the arrangement of the pieces in a board game) and whose edges are moves (e.g., to move pieces from one position on a board to another).

What are the node values in decision tree? ›

value in a DecisionTreeRegressor is the value that the tree would predict for a new example falling in that node. If your criterion is MSE, you'll find that value is an average measure of the samples in that node.

What are the three types of nodes in an artificial neural network? ›

There are three types of nodes in a neural network: (1) input nodes, (2) hidden nodes, and (3) output nodes. The input nodes can be thought of as the computer's sensory neurons since they collect information for processing.

What are the different types of nodes in Kubernetes? ›

Nodes in a Kubernetes cluster may be physical, or virtual. There are two types of nodes: A Control-plane-node type, which makes up the Control Plane, acts as the “brains” of the cluster. A Worker-node type, which makes up the Data Plane, runs the actual container images (via pods).

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