Simple Decision Tree
Simple Decision Tree is an open-source machine learning software for building, visualizing, and exporting decision tree models. It has an intuitive graphical interface allowing users without coding skills to easily construct decision trees.
decision-tree
machine-learning
open-source
Simple Decision Tree: Open-Source Machine Learning Tool
Discover the power of decision tree models with Simple Decision Tree, an intuitive software for building, visualizing and exporting machine learning models without coding expertise.
What is Simple Decision Tree?
Simple Decision Tree is an open-source Windows application for machine learning tasks involving decision trees. It provides a graphical user interface for constructing, analyzing, and exporting decision tree models without the need for programming or coding.
Some key features of Simple Decision Tree include:
- Intuitive drag-and-drop interface for building decision tree models visually
- Support for both categorical and numerical data as inputs
- Options for splitting criteria like Gini, information gain, chi-square, and more
- Real-time visualization of decision trees as they are constructed
- Tree pruning and optimization tools to prevent overfitting
- Model validation tools like cross-validation and confusion matrices
- Reporting to analyze tree accuracy, errors, and predictions
- Exporting of trees and datasets in multiple formats
Simple Decision Tree makes decision tree machine learning accessible to non-programmers. With its graphical interface and visualization capabilities, it can be a useful educational tool and allow experimentation with decision tree models and parameters.
Simple Decision Tree Features
Features
- Graphical user interface for building decision trees without coding
- Supports classification and regression tree models
- Allows manual and automated construction of decision trees
- Visualization of tree structure
- Support for categorical and numerical data
- Export models to PMML and graphviz formats
Pricing
- Open Source
Pros
Intuitive and easy to use
No coding required
Visualizations provide model transparency
Free and open source
Cons
Limited advanced options compared to coding libraries
Cannot handle very large datasets
Only supports decision trees, not other algorithms
The Best Simple Decision Tree Alternatives
Top Ai Tools & Services and Machine Learning and other similar apps like Simple Decision Tree
Here are some alternatives to Simple Decision Tree:
Suggest an alternative ❐
Oracle Crystal Ball
Oracle Crystal Ball is a leading software for predictive modeling, forecasting, simulation, and optimization. It enables organizations to leverage data, analytics, and expertise to make accurate forecasts and data-driven decisions under uncertain conditions.Crystal Ball integrates seamlessly with Excel, allowing users to define uncertain inputs using probability distributions and correlations. It...
@RISK
@RISK is an add-in for Microsoft Excel developed by Palisade Corporation used for risk analysis and Monte Carlo simulation. It allows users to define uncertainty in spreadsheet models to gain a better understanding of the risks and probabilities associated with different outcomes.Some key features of @RISK include:Monte Carlo simulation -...
TreePlan
TreePlan is a project planning and management software application developed for Windows. It enables users to efficiently plan, manage, track, and visualize projects of all sizes and complexities.With TreePlan, users can break down projects into hierarchical task lists with multiple levels for a structured overview. Tasks can be assigned durations,...
IBoske
iBoske is an open-source knowledge management and note taking application. It provides users with a flexible and visual workspace to organize information including notes, tasks, documents, web content and more.Some of the key features of iBoske include:Visual workspaces to structure your informationSupport for text notes, checklists, file attachments and web...
Yasai
Yasai is a free, open-source vector graphics editor available for Windows, macOS and Linux operating systems. It is designed to be lightweight, intuitive and easy to use while still providing professional-level vector illustration capabilities.Some of the key features of Yasai include:Clean, distraction-free user interfaceExtensive vector drawing and shaping toolsFlexible stroke...
Risk Solver
Risk Solver is an add-in for Excel developed by Frontline Systems that enables building risk analysis models and running Monte Carlo simulations seamlessly within Excel. It integrates simulation and optimization to provide sensitivity analysis, scenario management, and automatic reports.Key features of Risk Solver include:Running simulations with uncertain inputs represented by...
TUKHI
TUKHI is a free and open source cross-platform photo editing software available for Windows, Mac and Linux operating systems. It provides a simple yet powerful set of tools to edit images without the complexity of professional graphics suites.Some of the key features of TUKHI include:Intuitive and easy-to-use interfaceBasic editing tools...
RiskAMP
RiskAMP is a cyber risk and security management platform designed to help organizations manage information technology (IT) risks, optimize security spending, and demonstrate compliance. Here are some key features of RiskAMP:Automated risk assessments - RiskAMP can automatically scan an organization's IT infrastructure to identify security gaps and provide an overall...
SimulAr
SimulAr is a powerful virtual reality software that enables users to build highly realistic and interactive 3D simulations. It is designed specifically for creating engaging virtual reality applications and experiences.With SimulAr, users can construct detailed virtual worlds with advanced physics modeling and lifelike graphics. It provides an extensive library of...
Comply Global
Comply Global is a flexible cloud-based governance, risk management, and compliance (GRC) software platform designed to help organizations demonstrate organizational compliance and reduce risk. It provides tools to:Build out compliance frameworks based on regulations, industry standards, and internal policiesCreate policies, procedures, and controlsManage vendor and third-party riskAssign compliance training and...
Excel add-on Invantive Control
Invantive Control is an Excel add-on used by businesses to automate data management, reporting and analytics processes. It provides the following key capabilities:Consolidates data from multiple sources like databases, APIs, spreadsheets etc. into Excel for unified accessAllows users to transform, enrich and cleanse connected data using an easy graphical interfaceAutomates...
Lumenaut
Lumenaut is a non-profit Stellar community pool that allows people to pool their Stellar Lumens (XLM) together to earn inflation rewards. Stellar has a 1% annual inflation rate where new tokens are introduced into the system each week and distributed to XLM holders via inflation voting. Lumenaut makes it easy...
SISA Assistant
SISA Assistant is a free, open-source cross-platform desktop application designed to make statistical analysis and data visualization accessible for non-experts. Developed by a team of biostatisticians, epidemiologists and software engineers, it provides an intuitive graphical user interface that allows users to easily perform common statistical tests and procedures without coding.Some...
AgileCOLLATERAL
AgileCOLLATERAL is a software platform that helps marketing and creative teams manage the end-to-end lifecycle of their collateral. It brings together content creation, review and approvals, asset management, and distribution capabilities in one centralized location.Some key features of AgileCOLLATERAL include:Collaborative content creation workflows allowing teams to co-author, comment, annotate documents...
