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
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Feature Engineering
Creating and transforming input variables to improve performance
Gradient Descent
Optimization algorithm minimizing loss by steepest descent
Hidden Markov Model
Statistical model with hidden states and observable outputs
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Active Learning
Algorithm selecting most informative data points for labeling