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Random Forests: An Interactive Lab

Explore how randomized decision trees combine their votes to classify observations.

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Interactive model

Random Forest Classification

Compare classification regions as you change the number of randomized decision trees voting together.

Study hours 1, practice tests 1, class 0Study hours 1, practice tests 3, class 0Study hours 1, practice tests 5, class 0Study hours 1, practice tests 7, class 0Study hours 1, practice tests 9, class 0Study hours 3, practice tests 1, class 0Study hours 3, practice tests 3, class 0Study hours 3, practice tests 5, class 0Study hours 3, practice tests 7, class 0Study hours 3, practice tests 9, class 1Study hours 5, practice tests 1, class 0Study hours 5, practice tests 3, class 0Study hours 5, practice tests 5, class 0Study hours 5, practice tests 7, class 1Study hours 5, practice tests 9, class 1Study hours 7, practice tests 1, class 0Study hours 7, practice tests 3, class 0Study hours 7, practice tests 5, class 1Study hours 7, practice tests 7, class 1Study hours 7, practice tests 9, class 1Study hours 9, practice tests 1, class 0Study hours 9, practice tests 3, class 1Study hours 9, practice tests 5, class 1Study hours 9, practice tests 7, class 1Study hours 9, practice tests 9, class 1youStudy hoursPractice tests
Class 0 Class 1 Predicted class region

Click anywhere on the chart to place a point and explore its result.

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