Machine Learning
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Decision Tree
Quick Definition
Tree-like model splitting data based on feature values
Full Definition
A supervised learning algorithm splitting data into branches based on feature values forming a tree.
Examples
classification, regression, rule extraction
Related Terms
random-forest
gradient-boosting
ensemble-learning
More Machine Learning Terms
Learning Rate
Hyperparameter controlling gradient descent step size
ARIMA
Statistical model for time series analysis and forecasting
Kernel Trick
Transforming data to higher dimensions for linear separability
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Machine Learning
AI subset where systems learn patterns from data
UMAP
Fast dimensionality reduction preserving local and global structure