Bias-Variance Tradeoff
الموازنة بين الانحياز والتباعد
التحدي الهندسي لضبط ميزان النموذج للوصول لنقطة وسطية تمنع القصور البسيط والتعلم الزائد المفرط.
Bias-Variance Tradeoff
Also translated asثنائية استقرار المعايير وحساسية البيانات، معضلة التعديل بين القصور والإفراط
First appears in this corpus in: Nearest Neighbor Pattern Classification (1967)
Appears in these papers
- Asynchronous Methods for Deep Reinforcement Learning2016in the sky ✦
- A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting1997in the sky ✦
- Bagging Predictors1996in the sky ✦
- Bagging Predictors1996in the sky ✦
- Neural Networks and the Bias/Variance Dilemma1992in the sky ✦
- Neural Networks and the Bias/Variance Dilemma1992in the sky ✦
- Reconciling Modern Machine-Learning Practice and the Classical Bias–Variance Trade-Off2019in the sky ✦
- High-Dimensional Continuous Control Using Generalized Advantage Estimation2016in the sky ✦
- High-Dimensional Continuous Control Using Generalized Advantage Estimation2016in the sky ✦
- Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets2022in the sky ✦
- Regression Shrinkage and Selection via the Lasso1996in the sky ✦
- Nearest Neighbor Pattern Classification1967in the sky ✦
- No Free Lunch Theorems for Optimization1997in the sky ✦
- Random Forests2001in the sky ✦
- Ridge Regression: Biased Estimation for Nonorthogonal Problems1970in the sky ✦
- On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities1971in the sky ✦
- On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities1971in the sky ✦