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
Linear Regression
Modeling variable relationships by fitting a linear equation
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Dropout
Regularization randomly deactivating neurons during training
ROC Curve
Plot showing classifier performance across thresholds
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Decision Tree
Tree-like model splitting data based on feature values