Decision Tree Software

Definition - What does Decision Tree Software mean?

Decision tree software is a software application/tool used for simplifying the analysis of complex business challenges and providing cost-effective output for decision making. Decision tree software is mainly used for data mining tasks. The purpose is to ensure proper categorization and analysis of data, which can produce meaningful outcomes. Decision tree tools provide highly configurable structures where users can select options and check the possible results. It helps users to verify the pros and cons of various options and make proper decisions.

Techopedia explains Decision Tree Software

Decision tree software/tools provide analysis results based on the input data. Therefore, the effectiveness of the output depends upon the volume and accuracy of data. In a decision tree, predictive models are mainly used for analysis. Sometimes other analytics models are also used based on the requirements. In this type of decision tree analysis, results are achieved by mapping the observed values with the target value. The tree structure is used to represent the classifications and features. In a decision tree, leaves represent classifications and branches represent the combination of features which leads to those classifications.

Decision trees are extensively used in multiple disciplines like:

  • Data mining
  • Engineering
  • Medical science
  • Artificial intelligence
  • Cognitive science

Although the disciplines are varied, the purpose of usage is similar in nature: it helps to make correct decisions in a timely manner.

Share this:

Connect with us

Email Newsletter

Join thousands of others with our weekly newsletter

The 4th Era of IT Infrastructure: Superconverged Systems
The 4th Era of IT Infrastructure: Superconverged Systems:
Learn the benefits and limitations of the 3 generations of IT infrastructure – siloed, converged and hyperconverged – and discover how the 4th...
Approaches and Benefits of Network Virtualization
Approaches and Benefits of Network Virtualization:
Businesses today aspire to achieve a software-defined datacenter (SDDC) to enhance business agility and reduce operational complexity. However, the...
Free E-Book: Public Cloud Guide
Free E-Book: Public Cloud Guide:
This white paper is for leaders of Operations, Engineering, or Infrastructure teams who are creating or executing an IT roadmap.
Free Tool: Virtual Health Monitor
Free Tool: Virtual Health Monitor:
Virtual Health Monitor is a free virtualization monitoring and reporting tool for VMware, Hyper-V, RHEV, and XenServer environments.
Free 30 Day Trial – Turbonomic
Free 30 Day Trial – Turbonomic:
Turbonomic delivers an autonomic platform where virtual and cloud environments self-manage in real-time to assure application performance.