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Decision Tree Analysis

Decision trees are widely used in operations research. It is mostly applied in decision analysis in order to help and identify that strategy that most likely may lead to reaching a goal. It is also known as a popular tool in machine learning, thus it worth knowing about it from this article.

The ConceptDraw DIAGRAM diagramming and drawing software is the one that can help with creating the needed drawing, including a decision tree. Making decision tree analysis, it is always easy to make the needed matrix as there are plenty of pre-made templates to be used.

java class. object oriented, object oriented programming concepts, classes, object oriented programming, python class Class Hierarchy Tree

java class. object oriented, object oriented programming concepts, classes, object oriented programming, python class
Class Hierarchy Tree solution enhances the ConceptDraw DIAGRAM and ConceptDraw MINDMAP software functionalities with a wide collection of samples and a large set of pre-made vector shapes, smart and direct connectors allowing all IT and web specialists, web-designers, web-programmers, and lecturers to design the Class Hierarchy Trees and Class Diagrams, object oriented classes, making easier the object oriented programming, illustrating the object oriented programming concepts, the generalization and inheritance in Java class and Python class, as well as designing the Class Hierarchy Mind Maps and autogenerating them in Class Tree Diagrams in ConceptDraw DIAGRAM files.
This marketing diagram sample represents decision tree. It was redesigned from the Wikimedia Commons file: Decision Tree on Uploading Imagesv2.svg.
[commons.wikimedia.org/ wiki/ File:Decision_ Tree_ on_ Uploading_ Imagesv2.svg]
"A decision tree is a decision support tool that uses a tree-like graph or model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. It is one way to display an algorithm.
Decision trees are commonly used in operations research, specifically in decision analysis, to help identify a strategy most likely to reach a goal. ...
A decision tree is a flowchart-like structure in which internal node represents test on an attribute, each branch represents outcome of test and each leaf node represents class label (decision taken after computing all attributes). A path from root to leaf represents classification rules.
In decision analysis a decision tree and the closely related influence diagram is used as a visual and analytical decision support tool, where the expected values (or expected utility) of competing alternatives are calculated.
A decision tree consists of 3 types of nodes:
(1) Decision nodes - commonly represented by squares.
(2) Chance nodes - represented by circles.
(3) End nodes - represented by triangles.
Decision trees are commonly used in operations research, specifically in decision analysis, to help identify a strategy most likely to reach a goal." [Decision tree. Wikipedia]
The marketing diagram example "Decision tree" was created using the ConceptDraw PRO diagramming and vector drawing software extended with the Marketing Diagrams solution from the Marketing area of ConceptDraw Solution Park.
Marketing flowchart
Marketing flowchart, process, off-page reference, circle,
This example was designed on the base of Figure 4.33 "Decision Tree Comparing Colorectal Screening Current Practice with a Targeted Family History Strategy" from the "Principles of Epidemiology in Public Health Practice, Third Edition. An Introduction to Applied Epidemiology and Biostatistics. Self-Study Course SS1978. Lesson 4: Displaying Public Health Data. Section 4: Other Data Displays" on the Centers for Disease Control and Prevention (CDC) website.
"The graph shows a decision tree with outcomes, and probabilities. In this case, a family history decision tree has 16 potential outcomes."
[cdc.gov/ ophss/ csels/ dsepd/ ss1978/ lesson4/ section4.html]
"A decision tree is a decision support tool that uses a tree-like graph or model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. It is one way to display an algorithm that only contains conditional control statements.
Decision trees are commonly used in operations research, specifically in decision analysis, to help identify a strategy most likely to reach a goal, but are also a popular tool in machine learning." [Decision tree. Wikipedia]
The diagram example "Decision tree" was designed using ConceptDraw software extended with Decision Making solution from Management area of ConceptDraw Solution Park.
Decision diagram example
Decision diagram example, node designating, endpoint, decision made node, chance event node, branch of alternative,
This example was designed on the base of the Wikimedia Commons file: Derivative Works Decision Tree.svg.
"Decision tree for authorization (or not) of derivative works on Commons"
[commons.wikimedia.org/ wiki/ File:Derivative_ Works_ Decision_ Tree.svg]
"Wikimedia Commons is a shared free image repository. Rather than uploading the same image to some 720 wikis individually, images can be uploaded to commons and can be used from every wiki. This both saves time and server resources." [Wikipedia:Commons Upload Campaign. Wikipedia]
The diagram example "Derivative works decision tree" was designed using ConceptDraw software extended with Decision Making solution from Management area of ConceptDraw Solution Park.
Decision diagram example
Decision diagram example, x cross, up arrow, rectangle, gavel, eye, event, decision indicator, yes, decision indicator, no, cloud, circle, chess, check, audit, chain, calendar,

decision maker, analytic hierarchy process (ahp), t chart, decision matrix, decision tree analysis Decision Making

decision maker, analytic hierarchy process (ahp), t chart, decision matrix, decision tree analysis
The Decision Making solution offers the set of professionally developed examples, powerful drawing tools and a wide range of libraries with specific ready-made vector decision icons, decision pictograms, decision flowchart elements, decision tree icons, decision signs arrows, and callouts, allowing the decision maker (even without drawing and design skills) to easily construct Decision diagrams, Business decision maps, Decision flowcharts, Decision trees, Decision matrix, T Chart, Influence diagrams, which are powerful in questions of decision making, holding decision tree analysis and Analytic Hierarchy Process (AHP), visual decomposition the decision problem into hierarchy of easily comprehensible sub-problems and solving them without any efforts.

Influence Diagram Software

Influence diagram (ID) is a graphical and mathematical representation of the decision. Influence diagrams are widely used in the decision analysis and in the game theory. They are the alternative to the decision tree. The influence diagram gives to analyst the high-level conceptual view that it can use to build the detailed quantitative model. This sample shows the Influence diagram. It is a directed acyclic graph with three types of nodes: Decision node is drawn as a rectangle, Uncertainty node is drawn as an oval, Value node is drawn as an octagon. The nodes are connected with arcs.

family tree maker, genealogy, ancestry tree, family tree, ancestry Family Tree

family tree maker, genealogy, ancestry tree, family tree, ancestry
Family Tree solution with included vector design shapes for drawing family trees, pedigree chart symbols, photo blocks of different detailing and professionally designed samples, extends the functionality of ConceptDraw DIAGRAM software making it the best family tree maker and easy-to-use ancestry trees designer program for researchers, scientists, historians, genetics, medics, archeologists, and other stakeholders. Use it to design informative and colorful genealogy trees, simple family tree or extensive ancestry tree of any depth, genealogy schematics and illustrations with family trees.

structured programming, jackson systems, jackson structured programming, program structure diagram, jsp diagram, jackson structured development Jackson Structured Programming (JSP) Diagrams

structured programming, jackson systems, jackson structured programming, program structure diagram, jsp diagram, jackson structured development
The Jackson Structured Programming (JSP) Diagram solution extends the functionality and drawing abilities of the ConceptDraw DIAGRAM software with set of illustrative JSP diagrams samples and large variety of predesigned vector objects of actions, processes, procedures, selection, iteration, as well as arrows and connectors to join the objects during Jackson structured development and designing Jackson structured programming diagrams, JSP diagram, Jackson structure diagram (JSD), Program structure diagram. The powerful abilities of this solution make the ConceptDraw DIAGRAM ideal assistant for programmers, software developers, structural programmers, computer engineers, applications constructors, designers, specialists in structured programming and Jackson systems design, and other technical, computer and software specialists.

 pert chart, project management chart, network diagram project management, pert diagram, precedence diagram, project timeline, gantt diagram, project network diagram, gantt chart Project Diagrams

 pert chart, project management chart, network diagram project management, pert diagram, precedence diagram, project timeline, gantt diagram, project network diagram, gantt chart
The Project Diagrams solution extends the ConceptDraw DIAGRAM software functionality with special tools, large set of samples pre-made in ConceptDraw DIAGRAM and ConceptDraw MINDMAP, and collection of predesigned vector shapes, arrows, table and frame objects for easy drawing the Project Diagrams of different kinds, Hierarchical Charts, Influence Diagrams, Work Breakdown Structures (WBS), Organization Breakdown Structures (OBS), and Resource Breakdown Structures (RBS), PERT Chart or PERT Diagram, Project Management Chart, Project Network Diagram, Network Diagram Project Management, Project Timeline, Precedence Diagram, Gantt Diagram or Gantt Chart. Plan your project, visualize the main stages, and track your project’s implementation effectively with ConceptDraw DIAGRAM. Use also ability to autogenerate Project Diagrams from ConceptDraw MINDMAP to ConceptDraw DIAGRAM.

marketing diagram, marketing chart Marketing Diagrams

marketing diagram, marketing chart
Marketing Diagrams solution extends ConceptDraw DIAGRAM diagramming software with abundance of samples, templates and vector design elements intended for easy graphical visualization and drawing different types of Marketing diagrams and graphs, including Branding Strategies Diagram, Five Forces Model Diagram, Decision Tree Diagram, Puzzle Diagram, Step Diagram, Process Chart, Strategy Map, Funnel Diagram, Value Chain Diagram, Ladder of Customer Loyalty Diagram, Leaky Bucket Diagram, Promotional Mix Diagram, Service-Goods Continuum Diagram, Six Markets Model Diagram, Sources of Customer Satisfaction Diagram, etc. Analyze effectively the marketing activity of your company and apply the optimal marketing methods with ConceptDraw DIAGRAM software.
HelpDesk

How to Create a DOM Tree Diagram

The DOM Tree solution provides support for drawing DOM-tree in ConceptDraw DIAGRAM and for making DOM-tree mind maps in ConceptDraw MINDMAP with the ability to automatically generate DOM diagrams in DIAGRAM. With the DOM-tree solution, programmers can create HTML and XML documents, navigate their structure, add, modify, and delete elements and content.
The vector stencils library "Fault tree analysis diagrams" contains 12 symbols for drawing FTA diagrams in the ConceptDraw PRO diagramming and vector drawing software extended with the Fault Tree Analysis Diagrams solution from the Engineering area of ConceptDraw Solution Park.
www.conceptdraw.com/ solution-park/ engineering-fault-tree-analysis-diagrams
AND gate
AND gate, AND gate,
Priority AND gate
Priority AND gate, priority AND gate,
OR gate
OR gate, OR gate,
Inhibit gate
Inhibit gate, inhibit gate,
XOR gate
XOR gate, exclusive OR gate,
Event
Event, event,
Basic event
Basic event, basic event, basic initiating fault, failure event,
Undeveloped event
Undeveloped event, undeveloped event,
House event
House event, house event,
Conditional event
Conditional event, conditional event,
Transfer symbol
Transfer symbol, transfer,
Voting gate
Voting gate, voting gate,

Create Flow Chart on Mac

A Flowchart is a commonly used type of chart that describes an algorithm, process or workflow. It applies the boxes of various kinds to represent the steps and connects them with arrows showing their order. The Flowcharts help to understand the processes, visualize the process steps, and effectively find the flaws and bottlenecks. They are widely used in various fields for analyzing, documenting, designing, and managing simple and complex processes and programs, for representing process operations and problems' solution models. There are many types of Flowcharts, such as Cross-Functional Flowcharts, Data Flow Diagrams, Swimlane Flowcharts, Workflow Diagrams, Business Process Diagrams, Process Flowcharts, etc. ConceptDraw DIAGRAM is a powerful diagram software used to create Flow chart on Mac and Windows without efforts. The Flowcharts solution from Diagrams area of ConceptDraw Solution Park and ConceptDraw Rapid Draw functionality are greatly effective tools for designing various types of Flowcharts for business processes.

MS Visio Look a Like Diagrams

No need for any special drawing skills to create professional looking diagrams outside of your knowledge base. ConceptDraw DIAGRAM takes care of the technical details, allowing you to focus on your job, not the drawing. ConceptDraw DIAGRAM delivers full-functioned alternative to MS Visio. ConceptDraw DIAGRAM supports import of Visio files. ConceptDraw DIAGRAM supports flowcharting, swimlane, orgchart, project chart, mind map, decision tree, cause and effect, charts and graphs, and many other diagram types.

Pyramid Diagram

The representation of data in a hierarchical or pyramid-like form is one of the most effective and illustrative ways of structuring the data, information, ideas in different fields, among them marketing, management, business, finances, sales, consulting, media, and some others. Pyramid Diagram perfectly suits for this goal, especially if we talk about the representing some marketing strategies, information systems, social strategies. Pyramid Diagram looks like a triangle or reversed triangle that is divided visually on several layers. Each layer can be colored with its own color, this lets visually highlight important moments. ConceptDraw DIAGRAM diagramming and vector graphics software extended with Pyramid Diagrams solution from the Marketing area provides powerful drawing tools, templates, samples, and built-in vector pyramid objects, thus all required tools for equally easy drawing Three level pyramid diagram, Four level pyramid model, Five level pyramid, etc., at this your Pyramid diagrams can have 2D or 3D view as you like.

ERD, entity-relationship diagram, ER-diagram, Chen Notation Chen Notation

ERD, entity-relationship diagram, ER-diagram, Chen Notation
The Chen Notation solution extends ConceptDraw DIAGRAM software with rich collection of ERD samples and selection of special Chen's notation icons for effective database design, data modeling, and visual representation of relationships between the entities on the ER diagrams designed with Chen notation.

seven management and planning tools Seven Management and Planning Tools

seven management and planning tools
Seven Management and Planning Tools solution extends ConceptDraw DIAGRAM and ConceptDraw MINDMAP with features, templates, samples and libraries of vector stencils for drawing management mind maps and diagrams.

Influence Diagram

This sample shows the Influence Diagram. It was created in ConceptDraw DIAGRAM diagramming and vector drawing software using the Basic Diagramming Solution from the Universal Diagramming area of ConceptDraw Solution Park. Influence diagram represents the directed acyclic graph with three types of nodes and three types of arcs that connect the nodes. Decision node is drawn as a rectangle, Uncertainty node is drawn as an oval, Value node is drawn as an octagon.
This decision diagram example was designed on the base of the Wikimedia Commons file: Simple Influence Diagram.svg.
[commons.wikimedia.org/ wiki/ File:Simple_ Influence_ Diagram.svg]
This file is made available under the Creative Commons CC0 1.0 Universal Public Domain Dedication. [creativecommons.org/ publicdomain/ zero/ 1.0/ deed.en]
"An influence diagram (ID) (also called a relevance diagram, decision diagram or a decision network) is a compact graphical and mathematical representation of a decision situation. It is a generalization of a Bayesian network, in which not only probabilistic inference problems but also decision making problems (following the maximum expected utility criterion) can be modeled and solved.
ID was first developed in the mid-1970s by decision analysts with an intuitive semantic that is easy to understand. It is now adopted widely and becoming an alternative to the decision tree which typically suffers from exponential growth in number of branches with each variable modeled. ID is directly applicable in team decision analysis, since it allows incomplete sharing of information among team members to be modeled and solved explicitly. Extensions of ID also find their use in game theory as an alternative representation of the game tree." [Influence diagram. Wikipedia]
The example "Influence diagram" was designed using ConceptDraw software extended with Decision Making solution from Management area of ConceptDraw Solution Park.
Decision diagram example
Decision diagram example, umbrella, thumb up, rectangle, hexagon, fat arrow, ellipse, oval, binoculars, airplane,