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feat: add Random Forest algorithm in machine learning #1007

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Merged
siriak merged 2 commits into from
Jan 23, 2026
Merged

feat: add Random Forest algorithm in machine learning #1007

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94e2df3
feat: add Random Forest algorithm in machine learning
Dcyaprogrammer Jan 23, 2026
6422a62
fix: resolve clippy warning and test flakiness in random forest
Dcyaprogrammer Jan 23, 2026
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1 change: 1 addition & 0 deletions DIRECTORY.md
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Expand Up @@ -214,6 +214,7 @@
* [Naive Bayes](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/naive_bayes.rs)
* [Perceptron](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/perceptron.rs)
* [Principal Component Analysis](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/principal_component_analysis.rs)
* [Random Forest](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/random_forest.rs)
* [Support Vector Classifier](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/support_vector_classifier.rs)
* Loss Function
* [Average Margin Ranking Loss](https://github.com/TheAlgorithms/Rust/blob/master/src/machine_learning/loss_function/average_margin_ranking_loss.rs)
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2 changes: 2 additions & 0 deletions src/machine_learning/mod.rs
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Expand Up @@ -9,6 +9,7 @@ mod naive_bayes;
mod optimization;
mod perceptron;
mod principal_component_analysis;
mod random_forest;
mod support_vector_classifier;

pub use self::cholesky::cholesky;
Expand All @@ -25,4 +26,5 @@ pub use self::naive_bayes::naive_bayes;
pub use self::optimization::{gradient_descent, Adam};
pub use self::perceptron::{classify, perceptron};
pub use self::principal_component_analysis::principal_component_analysis;
pub use self::random_forest::random_forest;
pub use self::support_vector_classifier::{Kernel, SVCError, SVC};
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