answersLogoWhite

0

Random forests are an ensemble method that uses decision trees with randomization techniques such as bootstrapping and random feature selection to improve predictive accuracy. By combining multiple randomized decision trees, random forests can reduce overfitting and provide more robust predictions compared to a single decision tree.

User Avatar

AnswerBot

1y ago

What else can I help you with?

Related Questions

Distinguish between flowchart and decision table?

SimpleStructuredReduces ambignitycondition and decision relation is clearused for control, testing and planninguseful technique with many application.


What does the abbreviation DTA stand for?

The term DTA stand for Decision Tree Analysis.This is used in making decision for acceptance or rejection of any project.


What is traverse technique used in chain survey?

1. pre-order b-tree traversal. 2. in-order b-tree traversal. 3. post-order b-tree traversal


What is the data structure used to predict the next move in chess?

A decision tree or a weighted graph.


What is the technique for 'strange fruit hanging from the poplar tree' for strange fruit?

It isn't a technique its a descriptor. The poplar tree is what was used to hand African Americans in the 1900's. Done publicly usually. The first four lines of the poem are designed to describe a lynching scene.


What propaganda technique is used in What propaganda technique is used in this example?

Loaded Words is the technique that is used.


What is the technique used to ensure independence of observations called?

The technique used to ensure the independence of observations is called random sampling. This method involves selecting a subset of individuals from a larger population in such a way that each individual has an equal chance of being chosen, thereby minimizing biases and ensuring that the sample accurately represents the population. Randomization in experimental design also helps maintain independence by assigning subjects to groups in a way that eliminates systematic differences.


How can the split tree technique be effectively utilized in landscaping to enhance the aesthetic appeal of outdoor spaces?

The split tree technique can be used in landscaping by splitting a tree trunk into sections and arranging them creatively in outdoor spaces. This technique can enhance the aesthetic appeal by adding a unique and natural element to the landscape, creating visual interest and a focal point. It can also provide a sense of texture and dimension to the surroundings, making the outdoor space more visually appealing and inviting.


Which phrase could be used to describe this technique?

The phrase "strategic approach" could be used to describe this technique, as it often involves careful planning and execution to achieve specific goals. This technique may also be characterized by its systematic methods and adaptability to various situations. Overall, it emphasizes the importance of thoughtful decision-making in reaching desired outcomes.


What is the Decision Tree?

Decision trees are used mainly in the business world to help strategize many business investments and planning. It would include things such as possible outcomes, costs, etc.


What absolute dating technique has been used to calibrate radiocarbon dates?

Dendrochronology, or tree-ring dating, has been used to calibrate radiocarbon dates. By matching the pattern of tree rings in an archaeological sample with a master chronology, scientists can improve the accuracy of radiocarbon dates.


What was the technique Edvard Munch used?

The Expressionist technique