# Explainable AI : Tree Based Explainer Reviews
**Vendor:** Mphasis  
**Category:** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)
## About Explainable AI : Tree Based Explainer
The solution helps users interpret complex black-box machine learning models by bringing out the important features which the model uses for predictions. It also identifies the features and their effect on the predictions, for each of the predictions. The solution supports 40+ tree based classifiers and regressors such as Random Forest, Decision Trees, XgBoost, CatBoost etc.






- [View Explainable AI : Tree Based Explainer pricing details and edition comparison](https://www.g2.com/products/explainable-ai-tree-based-explainer/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-04+04%3A46%3A04+-0500&secure%5Bsession_id%5D=e827018c-f569-4157-a7f2-863835051074&secure%5Btoken%5D=c8d128cc0d0fd812bdd31ce109f1a55fa4d9791252b5346b23b9e5b6c64f7d09&format=llm_user)

## Explainable AI : Tree Based Explainer Features
**Agentic AI - AWS Marketplace**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration