Decision Trees

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🎯 Time to Practice!

Having learned how decision trees make data-driven decisions, explore the interactive tool below to select different features, view computed thresholds, visualize the tree structure, and make predictions on custom inputs!

An Interactive Guide to Understanding Decision Trees and How Machines Make Data-Driven Decisions in AI and Machine Learning.

Sample Dataset:

Income	Credit Score	Loan Amount	Repayment History	Loan Approval

Select Feature:

Sorted Values:

Computed Thresholds:

Decision Tree:

Prediction:

Credit Score:

Income:

Loan Amount:

Result:

▼ How to Use This Tool

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Quick Knowledge Check

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