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
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Imbalanced Learning
Handling datasets with unequal class distributions
CatBoost
Gradient boosting library with native categorical feature support
AdaBoost
Combining weak classifiers with adaptive sample weighting
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Gradient Descent
Optimization algorithm minimizing loss by steepest descent