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
Loss Function
Math function measuring prediction vs actual value difference
Bagging
Training models on random subsets and averaging predictions
Precision Recall
Metrics measuring positive prediction quality and coverage
Survival Analysis
Statistical methods analyzing time until an event occurs
LightGBM
Fast gradient boosting framework using histogram splitting
Active Learning
Algorithm selecting most informative data points for labeling