Machine Learning
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Random Forest
Quick Definition
Ensemble of decision trees that votes on predictions
Full Definition
An ensemble method constructing multiple decision trees and outputting the mode of classes.
Examples
classification, regression, feature importance
Related Terms
decision-tree
ensemble-learning
gradient-boosting
More Machine Learning Terms
Learning Rate
Hyperparameter controlling gradient descent step size
Kernel Trick
Transforming data to higher dimensions for linear separability
Supervised Learning
Learning from labeled training data with input-output pairs
Loss Function
Math function measuring prediction vs actual value difference
Reinforcement Learning ML
Learning optimal decisions through environment interaction
Backpropagation
Algorithm computing gradients for neural network weight updates