Decision Tree
شجرة القرار الإحصائية
خوارزمية إحصائية تبني هيكلاً تفرعياً يشبه الشجرة لاتخاذ القرارات وتصنيف البيانات بناءً على شروط متتالية.
Decision Tree
Also translated asالهيكل التفرعي لاتخاذ القرارات وفرز البيانات، مخطط التدفق المنطقي لتصنيف الفئات
First appears in this corpus in: Classification and Regression Trees (1984)
Appears in these papers
- Bagging Predictors1996in the sky ✦
- Bagging Predictors1996in the sky ✦
- C4.5: Programs for Machine Learning1993in the sky ✦
- Classification and Regression Trees1984in the sky ✦
- Reconciling Modern Machine-Learning Practice and the Classical Bias–Variance Trade-Off2019in the sky ✦
- Greedy Function Approximation: A Gradient Boosting Machine2001in the sky ✦
- Induction of Decision Trees1986in the sky ✦
- Isolation Forest2008in the sky ✦
- LightGBM: A Highly Efficient Gradient Boosting Decision Tree2017in the sky ✦
- LightGBM: A Highly Efficient Gradient Boosting Decision Tree2017in the sky ✦
- Random Forests2001in the sky ✦
- Random Forests2001in the sky ✦
- A Unified Approach to Interpreting Model Predictions2017in the sky ✦
- Tree of Thoughts: Deliberate Problem Solving with Large Language Models2023in the sky ✦
- XGBoost: A Scalable Tree Boosting System2016in the sky ✦