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
t-SNE
Nonlinear technique for visualizing high-dimensional data
Reinforcement Learning ML
Learning optimal decisions through environment interaction
Bagging
Training models on random subsets and averaging predictions
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting
Machine Learning
AI subset where systems learn patterns from data
Lasso Regression
Regularized regression using L1 penalty for feature selection